From e2ec058b989fba4fc43dfddf8f42b9788fd704df Mon Sep 17 00:00:00 2001
From: Luke Zappia <lazappi@users.noreply.github.com>
Date: Tue, 12 Jun 2018 16:01:46 +1000
Subject: [PATCH] Build pkgdown docs

---
 docs/LICENSE-text.html                        |  815 +++++++++++++
 docs/articles/index.html                      |   53 +-
 docs/articles/splatter.html                   |  315 ++---
 .../figure-html/batch-groups-1.png            |  Bin 89342 -> 89005 bytes
 .../splatter_files/figure-html/batches-1.png  |  Bin 98230 -> 97600 bytes
 .../comparison-libsize-features-1.png         |  Bin 58948 -> 59941 bytes
 .../figure-html/comparison-means-1.png        |  Bin 57146 -> 57405 bytes
 .../figure-html/difference-1.png              |  Bin 58716 -> 58748 bytes
 .../figure-html/difference-qq-1.png           |  Bin 99415 -> 98647 bytes
 .../splatter_files/figure-html/groups-1.png   |  Bin 98796 -> 98891 bytes
 .../splatter_files/figure-html/paths-1.png    |  Bin 100394 -> 99819 bytes
 .../splatter_files/figure-html/pca-1.png      |  Bin 62831 -> 62673 bytes
 docs/authors.html                             |   56 +-
 docs/docsearch.css                            |  148 +++
 docs/docsearch.js                             |   85 ++
 docs/index.html                               |   79 +-
 docs/news/index.html                          |  368 +++---
 docs/pkgdown.css                              |   81 +-
 docs/pkgdown.js                               |  133 ++-
 docs/pkgdown.yml                              |    7 +-
 docs/reference/BASiCSEstimate.html            |   52 +-
 docs/reference/BASiCSParams.html              |   50 +-
 docs/reference/BASiCSSimulate.html            |   52 +-
 docs/reference/Lun2Params.html                |   53 +-
 docs/reference/LunParams.html                 |   53 +-
 docs/reference/MFAParams.html                 |   50 +-
 docs/reference/Params.html                    |   53 +-
 docs/reference/PhenoParams.html               |   53 +-
 docs/reference/SCDDParams.html                |   53 +-
 docs/reference/SimpleParams.html              |   53 +-
 docs/reference/SparseDCParams.html            |   53 +-
 docs/reference/SplatParams.html               |   53 +-
 docs/reference/ZINBParams.html                |   53 +-
 docs/reference/addFeatureStats.html           |   52 +-
 docs/reference/addGeneLengths.html            |   68 +-
 docs/reference/bridge.html                    |   53 +-
 docs/reference/compareSCEs.html               |   58 +-
 docs/reference/diffSCEs.html                  |   58 +-
 docs/reference/expandParams.html              |   53 +-
 docs/reference/getLNormFactors.html           |   52 +-
 docs/reference/getParam.html                  |   52 +-
 docs/reference/getParams.html                 |   52 +-
 docs/reference/getPathOrder.html              |   53 +-
 docs/reference/index.html                     | 1019 +++++++++--------
 docs/reference/listSims.html                  |   53 +-
 docs/reference/logistic.html                  |   52 +-
 docs/reference/lun2Estimate.html              |   52 +-
 docs/reference/lun2Simulate.html              |   54 +-
 docs/reference/lunEstimate.html               |   65 +-
 docs/reference/lunSimulate.html               |   54 +-
 docs/reference/makeCompPanel.html             |   52 +-
 docs/reference/makeDiffPanel.html             |   52 +-
 docs/reference/makeOverallPanel.html          |   53 +-
 docs/reference/mfaEstimate.html               |   57 +-
 docs/reference/mfaSimulate.html               |   52 +-
 docs/reference/newParams.html                 |   53 +-
 docs/reference/phenoEstimate.html             |   55 +-
 docs/reference/phenoSimulate.html             |   52 +-
 docs/reference/rbindMatched.html              |   53 +-
 docs/reference/scDDEstimate.html              |   52 +-
 docs/reference/scDDSimulate.html              |   52 +-
 docs/reference/setParam.html                  |   54 +-
 docs/reference/setParamUnchecked.html         |   53 +-
 docs/reference/setParams.html                 |   58 +-
 docs/reference/setParamsUnchecked.html        |   52 +-
 docs/reference/showDFs.html                   |   52 +-
 docs/reference/showPP.html                    |   52 +-
 docs/reference/showValues.html                |   52 +-
 docs/reference/simpleEstimate.html            |   54 +-
 docs/reference/simpleSimulate.html            |   53 +-
 docs/reference/sparseDCEstimate.html          |   55 +-
 docs/reference/sparseDCSimulate.html          |   52 +-
 docs/reference/splatEstBCV.html               |   53 +-
 docs/reference/splatEstDropout.html           |   53 +-
 docs/reference/splatEstLib.html               |   58 +-
 docs/reference/splatEstMean.html              |   53 +-
 docs/reference/splatEstOutlier.html           |   53 +-
 docs/reference/splatEstimate.html             |   67 +-
 docs/reference/splatSimBCVMeans.html          |   54 +-
 docs/reference/splatSimBatchCellMeans.html    |   53 +-
 docs/reference/splatSimBatchEffects.html      |   54 +-
 docs/reference/splatSimCellMeans.html         |   56 +-
 docs/reference/splatSimDE.html                |   55 +-
 docs/reference/splatSimDropout.html           |   55 +-
 docs/reference/splatSimGeneMeans.html         |   54 +-
 docs/reference/splatSimLibSizes.html          |   54 +-
 docs/reference/splatSimTrueCounts.html        |   54 +-
 docs/reference/splatSimulate.html             |   59 +-
 docs/reference/splatter.html                  |   55 +-
 docs/reference/summariseDiff.html             |   80 +-
 docs/reference/winsorize.html                 |   52 +-
 docs/reference/zinbEstimate.html              |   53 +-
 docs/reference/zinbSimulate.html              |   52 +-
 docs/sitemap.xml                              |  225 ++++
 94 files changed, 5344 insertions(+), 1949 deletions(-)
 create mode 100644 docs/LICENSE-text.html
 create mode 100644 docs/docsearch.css
 create mode 100644 docs/docsearch.js
 create mode 100644 docs/sitemap.xml

diff --git a/docs/LICENSE-text.html b/docs/LICENSE-text.html
new file mode 100644
index 0000000..3391060
--- /dev/null
+++ b/docs/LICENSE-text.html
@@ -0,0 +1,815 @@
+<!-- Generated by pkgdown: do not edit by hand -->
+<!DOCTYPE html>
+<html>
+  <head>
+  <meta charset="utf-8">
+<meta http-equiv="X-UA-Compatible" content="IE=edge">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+<title>License • Splatter</title>
+
+<!-- jquery -->
+<script src="https://code.jquery.com/jquery-3.1.0.min.js" integrity="sha384-nrOSfDHtoPMzJHjVTdCopGqIqeYETSXhZDFyniQ8ZHcVy08QesyHcnOUpMpqnmWq" crossorigin="anonymous"></script>
+<!-- Bootstrap -->
+<link href="https://maxcdn.bootstrapcdn.com/bootswatch/3.3.7/cosmo/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
+
+<script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha384-Tc5IQib027qvyjSMfHjOMaLkfuWVxZxUPnCJA7l2mCWNIpG9mGCD8wGNIcPD7Txa" crossorigin="anonymous"></script>
+
+<!-- Font Awesome icons -->
+<link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
+
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
+
+<!-- pkgdown -->
+<link href="pkgdown.css" rel="stylesheet">
+<script src="pkgdown.js"></script>
+
+
+
+  <link href="extra.css" rel="stylesheet">
+  
+<meta property="og:title" content="License" />
+
+
+
+<!-- mathjax -->
+<script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
+
+<!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
+<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
+<![endif]-->
+
+
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
+<script>
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
+
+  gtag('config', 'UA-52309538-4');
+</script>
+
+  </head>
+
+  <body>
+    <div class="container template-title-body">
+      <header>
+      <div class="navbar navbar-default navbar-fixed-top" role="navigation">
+  <div class="container">
+    <div class="navbar-header">
+      <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar">
+        <span class="icon-bar"></span>
+        <span class="icon-bar"></span>
+        <span class="icon-bar"></span>
+      </button>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
+    </div>
+
+    <div id="navbar" class="navbar-collapse collapse">
+      <ul class="nav navbar-nav">
+        <li>
+  <a href="index.html">
+    <span class="fa fa-home fa-lg"></span>
+     
+  </a>
+</li>
+<li>
+  <a href="articles/splatter.html">Get started</a>
+</li>
+<li>
+  <a href="reference/index.html">Reference</a>
+</li>
+<li>
+  <a href="news/index.html">Changelog</a>
+</li>
+      </ul>
+      
+      <ul class="nav navbar-nav navbar-right">
+        <li>
+  <a href="https://github.com/Oshlack/splatter">
+    <span class="fa fa-github fa-lg"></span>
+     
+  </a>
+</li>
+      </ul>
+      
+    </div><!--/.nav-collapse -->
+  </div><!--/.container -->
+</div><!--/.navbar -->
+
+      
+      </header>
+
+<div class="row">
+  <div class="contents col-md-9">
+    <div class="page-header">
+      <h1>License</h1>
+    </div>
+
+<pre>                    GNU GENERAL PUBLIC LICENSE
+                       Version 3, 29 June 2007
+
+ Copyright (C) 2007 Free Software Foundation, Inc. &lt;http://fsf.org/&gt;
+ Everyone is permitted to copy and distribute verbatim copies
+ of this license document, but changing it is not allowed.
+
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+  Corresponding Source conveyed, and Installation Information provided,
+in accord with this section must be in a format that is publicly
+documented (and with an implementation available to the public in
+source code form), and must require no special password or key for
+unpacking, reading or copying.
+
+  7. Additional Terms.
+
+  "Additional permissions" are terms that supplement the terms of this
+License by making exceptions from one or more of its conditions.
+Additional permissions that are applicable to the entire Program shall
+be treated as though they were included in this License, to the extent
+that they are valid under applicable law.  If additional permissions
+apply only to part of the Program, that part may be used separately
+under those permissions, but the entire Program remains governed by
+this License without regard to the additional permissions.
+
+  When you convey a copy of a covered work, you may at your option
+remove any additional permissions from that copy, or from any part of
+it.  (Additional permissions may be written to require their own
+removal in certain cases when you modify the work.)  You may place
+additional permissions on material, added by you to a covered work,
+for which you have or can give appropriate copyright permission.
+
+  Notwithstanding any other provision of this License, for material you
+add to a covered work, you may (if authorized by the copyright holders of
+that material) supplement the terms of this License with terms:
+
+    a) Disclaiming warranty or limiting liability differently from the
+    terms of sections 15 and 16 of this License; or
+
+    b) Requiring preservation of specified reasonable legal notices or
+    author attributions in that material or in the Appropriate Legal
+    Notices displayed by works containing it; or
+
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+
+    d) Limiting the use for publicity purposes of names of licensors or
+    authors of the material; or
+
+    e) Declining to grant rights under trademark law for use of some
+    trade names, trademarks, or service marks; or
+
+    f) Requiring indemnification of licensors and authors of that
+    material by anyone who conveys the material (or modified versions of
+    it) with contractual assumptions of liability to the recipient, for
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+    those licensors and authors.
+
+  All other non-permissive additional terms are considered "further
+restrictions" within the meaning of section 10.  If the Program as you
+received it, or any part of it, contains a notice stating that it is
+governed by this License along with a term that is a further
+restriction, you may remove that term.  If a license document contains
+a further restriction but permits relicensing or conveying under this
+License, you may add to a covered work material governed by the terms
+of that license document, provided that the further restriction does
+not survive such relicensing or conveying.
+
+  If you add terms to a covered work in accord with this section, you
+must place, in the relevant source files, a statement of the
+additional terms that apply to those files, or a notice indicating
+where to find the applicable terms.
+
+  Additional terms, permissive or non-permissive, may be stated in the
+form of a separately written license, or stated as exceptions;
+the above requirements apply either way.
+
+  8. Termination.
+
+  You may not propagate or modify a covered work except as expressly
+provided under this License.  Any attempt otherwise to propagate or
+modify it is void, and will automatically terminate your rights under
+this License (including any patent licenses granted under the third
+paragraph of section 11).
+
+  However, if you cease all violation of this License, then your
+license from a particular copyright holder is reinstated (a)
+provisionally, unless and until the copyright holder explicitly and
+finally terminates your license, and (b) permanently, if the copyright
+holder fails to notify you of the violation by some reasonable means
+prior to 60 days after the cessation.
+
+  Moreover, your license from a particular copyright holder is
+reinstated permanently if the copyright holder notifies you of the
+violation by some reasonable means, this is the first time you have
+received notice of violation of this License (for any work) from that
+copyright holder, and you cure the violation prior to 30 days after
+your receipt of the notice.
+
+  Termination of your rights under this section does not terminate the
+licenses of parties who have received copies or rights from you under
+this License.  If your rights have been terminated and not permanently
+reinstated, you do not qualify to receive new licenses for the same
+material under section 10.
+
+  9. Acceptance Not Required for Having Copies.
+
+  You are not required to accept this License in order to receive or
+run a copy of the Program.  Ancillary propagation of a covered work
+occurring solely as a consequence of using peer-to-peer transmission
+to receive a copy likewise does not require acceptance.  However,
+nothing other than this License grants you permission to propagate or
+modify any covered work.  These actions infringe copyright if you do
+not accept this License.  Therefore, by modifying or propagating a
+covered work, you indicate your acceptance of this License to do so.
+
+  10. Automatic Licensing of Downstream Recipients.
+
+  Each time you convey a covered work, the recipient automatically
+receives a license from the original licensors, to run, modify and
+propagate that work, subject to this License.  You are not responsible
+for enforcing compliance by third parties with this License.
+
+  An "entity transaction" is a transaction transferring control of an
+organization, or substantially all assets of one, or subdividing an
+organization, or merging organizations.  If propagation of a covered
+work results from an entity transaction, each party to that
+transaction who receives a copy of the work also receives whatever
+licenses to the work the party's predecessor in interest had or could
+give under the previous paragraph, plus a right to possession of the
+Corresponding Source of the work from the predecessor in interest, if
+the predecessor has it or can get it with reasonable efforts.
+
+  You may not impose any further restrictions on the exercise of the
+rights granted or affirmed under this License.  For example, you may
+not impose a license fee, royalty, or other charge for exercise of
+rights granted under this License, and you may not initiate litigation
+(including a cross-claim or counterclaim in a lawsuit) alleging that
+any patent claim is infringed by making, using, selling, offering for
+sale, or importing the Program or any portion of it.
+
+  11. Patents.
+
+  A "contributor" is a copyright holder who authorizes use under this
+License of the Program or a work on which the Program is based.  The
+work thus licensed is called the contributor's "contributor version".
+
+  A contributor's "essential patent claims" are all patent claims
+owned or controlled by the contributor, whether already acquired or
+hereafter acquired, that would be infringed by some manner, permitted
+by this License, of making, using, or selling its contributor version,
+but do not include claims that would be infringed only as a
+consequence of further modification of the contributor version.  For
+purposes of this definition, "control" includes the right to grant
+patent sublicenses in a manner consistent with the requirements of
+this License.
+
+  Each contributor grants you a non-exclusive, worldwide, royalty-free
+patent license under the contributor's essential patent claims, to
+make, use, sell, offer for sale, import and otherwise run, modify and
+propagate the contents of its contributor version.
+
+  In the following three paragraphs, a "patent license" is any express
+agreement or commitment, however denominated, not to enforce a patent
+(such as an express permission to practice a patent or covenant not to
+sue for patent infringement).  To "grant" such a patent license to a
+party means to make such an agreement or commitment not to enforce a
+patent against the party.
+
+  If you convey a covered work, knowingly relying on a patent license,
+and the Corresponding Source of the work is not available for anyone
+to copy, free of charge and under the terms of this License, through a
+publicly available network server or other readily accessible means,
+then you must either (1) cause the Corresponding Source to be so
+available, or (2) arrange to deprive yourself of the benefit of the
+patent license for this particular work, or (3) arrange, in a manner
+consistent with the requirements of this License, to extend the patent
+license to downstream recipients.  "Knowingly relying" means you have
+actual knowledge that, but for the patent license, your conveying the
+covered work in a country, or your recipient's use of the covered work
+in a country, would infringe one or more identifiable patents in that
+country that you have reason to believe are valid.
+
+  If, pursuant to or in connection with a single transaction or
+arrangement, you convey, or propagate by procuring conveyance of, a
+covered work, and grant a patent license to some of the parties
+receiving the covered work authorizing them to use, propagate, modify
+or convey a specific copy of the covered work, then the patent license
+you grant is automatically extended to all recipients of the covered
+work and works based on it.
+
+  A patent license is "discriminatory" if it does not include within
+the scope of its coverage, prohibits the exercise of, or is
+conditioned on the non-exercise of one or more of the rights that are
+specifically granted under this License.  You may not convey a covered
+work if you are a party to an arrangement with a third party that is
+in the business of distributing software, under which you make payment
+to the third party based on the extent of your activity of conveying
+the work, and under which the third party grants, to any of the
+parties who would receive the covered work from you, a discriminatory
+patent license (a) in connection with copies of the covered work
+conveyed by you (or copies made from those copies), or (b) primarily
+for and in connection with specific products or compilations that
+contain the covered work, unless you entered into that arrangement,
+or that patent license was granted, prior to 28 March 2007.
+
+  Nothing in this License shall be construed as excluding or limiting
+any implied license or other defenses to infringement that may
+otherwise be available to you under applicable patent law.
+
+  12. No Surrender of Others' Freedom.
+
+  If conditions are imposed on you (whether by court order, agreement or
+otherwise) that contradict the conditions of this License, they do not
+excuse you from the conditions of this License.  If you cannot convey a
+covered work so as to satisfy simultaneously your obligations under this
+License and any other pertinent obligations, then as a consequence you may
+not convey it at all.  For example, if you agree to terms that obligate you
+to collect a royalty for further conveying from those to whom you convey
+the Program, the only way you could satisfy both those terms and this
+License would be to refrain entirely from conveying the Program.
+
+  13. Use with the GNU Affero General Public License.
+
+  Notwithstanding any other provision of this License, you have
+permission to link or combine any covered work with a work licensed
+under version 3 of the GNU Affero General Public License into a single
+combined work, and to convey the resulting work.  The terms of this
+License will continue to apply to the part which is the covered work,
+but the special requirements of the GNU Affero General Public License,
+section 13, concerning interaction through a network will apply to the
+combination as such.
+
+  14. Revised Versions of this License.
+
+  The Free Software Foundation may publish revised and/or new versions of
+the GNU General Public License from time to time.  Such new versions will
+be similar in spirit to the present version, but may differ in detail to
+address new problems or concerns.
+
+  Each version is given a distinguishing version number.  If the
+Program specifies that a certain numbered version of the GNU General
+Public License "or any later version" applies to it, you have the
+option of following the terms and conditions either of that numbered
+version or of any later version published by the Free Software
+Foundation.  If the Program does not specify a version number of the
+GNU General Public License, you may choose any version ever published
+by the Free Software Foundation.
+
+  If the Program specifies that a proxy can decide which future
+versions of the GNU General Public License can be used, that proxy's
+public statement of acceptance of a version permanently authorizes you
+to choose that version for the Program.
+
+  Later license versions may give you additional or different
+permissions.  However, no additional obligations are imposed on any
+author or copyright holder as a result of your choosing to follow a
+later version.
+
+  15. Disclaimer of Warranty.
+
+  THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
+APPLICABLE LAW.  EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT
+HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY
+OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO,
+THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
+PURPOSE.  THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM
+IS WITH YOU.  SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF
+ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
+
+  16. Limitation of Liability.
+
+  IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
+WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS
+THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
+GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE
+USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
+DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
+PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),
+EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
+SUCH DAMAGES.
+
+  17. Interpretation of Sections 15 and 16.
+
+  If the disclaimer of warranty and limitation of liability provided
+above cannot be given local legal effect according to their terms,
+reviewing courts shall apply local law that most closely approximates
+an absolute waiver of all civil liability in connection with the
+Program, unless a warranty or assumption of liability accompanies a
+copy of the Program in return for a fee.
+
+                     END OF TERMS AND CONDITIONS
+
+            How to Apply These Terms to Your New Programs
+
+  If you develop a new program, and you want it to be of the greatest
+possible use to the public, the best way to achieve this is to make it
+free software which everyone can redistribute and change under these terms.
+
+  To do so, attach the following notices to the program.  It is safest
+to attach them to the start of each source file to most effectively
+state the exclusion of warranty; and each file should have at least
+the "copyright" line and a pointer to where the full notice is found.
+
+    {one line to give the program's name and a brief idea of what it does.}
+    Copyright (C) {year}  {name of author}
+
+    This program is free software: you can redistribute it and/or modify
+    it under the terms of the GNU General Public License as published by
+    the Free Software Foundation, either version 3 of the License, or
+    (at your option) any later version.
+
+    This program is distributed in the hope that it will be useful,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+    GNU General Public License for more details.
+
+    You should have received a copy of the GNU General Public License
+    along with this program.  If not, see &lt;http://www.gnu.org/licenses/&gt;.
+
+Also add information on how to contact you by electronic and paper mail.
+
+  If the program does terminal interaction, make it output a short
+notice like this when it starts in an interactive mode:
+
+    {project}  Copyright (C) {year}  {fullname}
+    This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
+    This is free software, and you are welcome to redistribute it
+    under certain conditions; type `show c' for details.
+
+The hypothetical commands `show w' and `show c' should show the appropriate
+parts of the General Public License.  Of course, your program's commands
+might be different; for a GUI interface, you would use an "about box".
+
+  You should also get your employer (if you work as a programmer) or school,
+if any, to sign a "copyright disclaimer" for the program, if necessary.
+For more information on this, and how to apply and follow the GNU GPL, see
+&lt;http://www.gnu.org/licenses/&gt;.
+
+  The GNU General Public License does not permit incorporating your program
+into proprietary programs.  If your program is a subroutine library, you
+may consider it more useful to permit linking proprietary applications with
+the library.  If this is what you want to do, use the GNU Lesser General
+Public License instead of this License.  But first, please read
+&lt;http://www.gnu.org/philosophy/why-not-lgpl.html&gt;.
+</pre>
+
+  </div>
+
+</div>
+
+
+      <footer>
+      <div class="copyright">
+  <p>Developed by Luke Zappia, Belinda Phipson, Alicia Oshlack.</p>
+</div>
+
+<div class="pkgdown">
+  <p>Site built with <a href="http://pkgdown.r-lib.org/">pkgdown</a>.</p>
+</div>
+
+      </footer>
+   </div>
+
+  
+
+  </body>
+</html>
+
diff --git a/docs/articles/index.html b/docs/articles/index.html
index 1adddb0..3e2fd21 100644
--- a/docs/articles/index.html
+++ b/docs/articles/index.html
@@ -18,13 +18,24 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Articles" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,22 +45,20 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
 
   <body>
-    <div class="container template-vignette-index">
+    <div class="container template-article-index">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
   <div class="container">
@@ -59,8 +68,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +83,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +101,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,12 +109,12 @@
       
       </header>
 
-      <div class="page-header">
-  <h1>Articles <small>version&nbsp;1.5.0</small></h1>
-</div>
-
 <div class="row">
-  <div class="col-md-9">
+  <div class="col-md-9 contents">
+    <div class="page-header">
+      <h1>Articles</h1>
+    </div>
+
     <div class="section ">
       <h3>All vignettes</h3>
       <p class="section-desc"></p>
@@ -124,5 +138,8 @@
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/articles/splatter.html b/docs/articles/splatter.html
index 92425d1..bf40156 100644
--- a/docs/articles/splatter.html
+++ b/docs/articles/splatter.html
@@ -8,24 +8,24 @@
 <title>Introduction to Splatter • Splatter</title>
 <!-- jquery --><script src="https://code.jquery.com/jquery-3.1.0.min.js" integrity="sha384-nrOSfDHtoPMzJHjVTdCopGqIqeYETSXhZDFyniQ8ZHcVy08QesyHcnOUpMpqnmWq" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://maxcdn.bootstrapcdn.com/bootswatch/3.3.7/cosmo/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
 <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha384-Tc5IQib027qvyjSMfHjOMaLkfuWVxZxUPnCJA7l2mCWNIpG9mGCD8wGNIcPD7Txa" crossorigin="anonymous"></script><!-- Font Awesome icons --><link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
-<!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet">
+<!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script><!-- sticky kit --><script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet">
+<script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet">
+<meta property="og:title" content="Introduction to Splatter">
+<meta property="og:description" content="">
+<meta name="twitter:card" content="summary">
 <!-- mathjax --><script src="https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
-<![endif]--><!-- Google analytics --><script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+<![endif]--><!-- Global site tag (gtag.js) - Google Analytics --><script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script><script>
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 </head>
 <body>
-    <div class="container template-vignette">
+    <div class="container template-article">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
   <div class="container">
     <div class="navbar-header">
@@ -34,8 +34,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
 <li>
@@ -45,13 +49,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
 <ul class="nav navbar-nav navbar-right">
@@ -71,17 +75,20 @@
 
       
       </header><div class="row">
-  <div class="col-md-9">
+  <div class="col-md-9 contents">
     <div class="page-header toc-ignore">
       <h1>Introduction to Splatter</h1>
                         <h4 class="author">Luke Zappia</h4>
             
-            <h4 class="date">2018-05-02</h4>
-          </div>
+            <h4 class="date">2018-06-12</h4>
+      
+      <small class="dont-index">Source: <a href="https://github.com/Oshlack/splatter/blob/master/vignettes/splatter.Rmd"><code>vignettes/splatter.Rmd</code></a></small>
+      <div class="hidden name"><code>splatter.Rmd</code></div>
+
+    </div>
 
     
     
-<div class="contents">
 <div class="figure">
 <img src="splatter-logo-small.png" alt="Splatter logo"><p class="caption">Splatter logo</p>
 </div>
@@ -162,6 +169,13 @@
 <a class="sourceLine" id="cb29-2" data-line-number="2"><span class="kw">library</span>(scater)</a></code></pre></div>
 <pre><code>## Loading required package: ggplot2</code></pre>
 <pre><code>## 
+## Attaching package: 'ggplot2'</code></pre>
+<pre><code>## The following object is masked from 'package:Biobase':
+## 
+##     exprs</code></pre>
+<pre><code>## Warning: replacing previous import 'ggplot2::exprs' by 'Biobase::exprs'
+## when loading 'scater'</code></pre>
+<pre><code>## 
 ## Attaching package: 'scater'</code></pre>
 <pre><code>## The following object is masked from 'package:S4Vectors':
 ## 
@@ -169,12 +183,12 @@
 <pre><code>## The following object is masked from 'package:stats':
 ## 
 ##     filter</code></pre>
-<div class="sourceCode" id="cb34"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb34-1" data-line-number="1"><span class="kw">data</span>(<span class="st">"sc_example_counts"</span>)</a>
-<a class="sourceLine" id="cb34-2" data-line-number="2"><span class="co"># Estimate parameters from example data</span></a>
-<a class="sourceLine" id="cb34-3" data-line-number="3">params &lt;-<span class="st"> </span><span class="kw"><a href="../reference/splatEstimate.html">splatEstimate</a></span>(sc_example_counts)</a></code></pre></div>
+<div class="sourceCode" id="cb37"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb37-1" data-line-number="1"><span class="kw">data</span>(<span class="st">"sc_example_counts"</span>)</a>
+<a class="sourceLine" id="cb37-2" data-line-number="2"><span class="co"># Estimate parameters from example data</span></a>
+<a class="sourceLine" id="cb37-3" data-line-number="3">params &lt;-<span class="st"> </span><span class="kw"><a href="../reference/splatEstimate.html">splatEstimate</a></span>(sc_example_counts)</a></code></pre></div>
 <pre><code>## NOTE: Library sizes have been found to be normally distributed instead of log-normal. You may want to check this is correct.</code></pre>
-<div class="sourceCode" id="cb36"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb36-1" data-line-number="1"><span class="co"># Simulate data using estimated parameters</span></a>
-<a class="sourceLine" id="cb36-2" data-line-number="2">sim &lt;-<span class="st"> </span><span class="kw"><a href="../reference/splatSimulate.html">splatSimulate</a></span>(params)</a></code></pre></div>
+<div class="sourceCode" id="cb39"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb39-1" data-line-number="1"><span class="co"># Simulate data using estimated parameters</span></a>
+<a class="sourceLine" id="cb39-2" data-line-number="2">sim &lt;-<span class="st"> </span><span class="kw"><a href="../reference/splatSimulate.html">splatSimulate</a></span>(params)</a></code></pre></div>
 <pre><code>## Getting parameters...</code></pre>
 <pre><code>## Creating simulation object...</code></pre>
 <pre><code>## Simulating library sizes...</code></pre>
@@ -315,8 +329,8 @@
 <h1 class="hasAnchor">
 <a href="#the-splatparams-object" class="anchor"></a>The <code>SplatParams</code> object</h1>
 <p>All the parameters for the Splat simulation are stored in a <code>SplatParams</code> object. Let’s create a new one and see what it looks like.</p>
-<div class="sourceCode" id="cb45"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb45-1" data-line-number="1">params &lt;-<span class="st"> </span><span class="kw"><a href="../reference/newParams.html">newSplatParams</a></span>()</a>
-<a class="sourceLine" id="cb45-2" data-line-number="2">params</a></code></pre></div>
+<div class="sourceCode" id="cb48"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb48-1" data-line-number="1">params &lt;-<span class="st"> </span><span class="kw"><a href="../reference/newParams.html">newSplatParams</a></span>()</a>
+<a class="sourceLine" id="cb48-2" data-line-number="2">params</a></code></pre></div>
 <pre><code>## A Params object of class SplatParams 
 ## Parameters can be (estimable) or [not estimable], 'Default' or  'NOT DEFAULT' 
 ## 
@@ -368,17 +382,17 @@
 <h2 class="hasAnchor">
 <a href="#getting-and-setting" class="anchor"></a>Getting and setting</h2>
 <p>If we want to look at a particular parameter, for example the number of genes to simulate, we can extract it using the <code>getParam</code> function:</p>
-<div class="sourceCode" id="cb47"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb47-1" data-line-number="1"><span class="kw"><a href="../reference/getParam.html">getParam</a></span>(params, <span class="st">"nGenes"</span>)</a></code></pre></div>
+<div class="sourceCode" id="cb50"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb50-1" data-line-number="1"><span class="kw"><a href="../reference/getParam.html">getParam</a></span>(params, <span class="st">"nGenes"</span>)</a></code></pre></div>
 <pre><code>## [1] 10000</code></pre>
 <p>Alternatively, to give a parameter a new value we can use the <code>setParam</code> function:</p>
-<div class="sourceCode" id="cb49"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb49-1" data-line-number="1">params &lt;-<span class="st"> </span><span class="kw"><a href="../reference/setParam.html">setParam</a></span>(params, <span class="st">"nGenes"</span>, <span class="dv">5000</span>)</a>
-<a class="sourceLine" id="cb49-2" data-line-number="2"><span class="kw"><a href="../reference/getParam.html">getParam</a></span>(params, <span class="st">"nGenes"</span>)</a></code></pre></div>
+<div class="sourceCode" id="cb52"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb52-1" data-line-number="1">params &lt;-<span class="st"> </span><span class="kw"><a href="../reference/setParam.html">setParam</a></span>(params, <span class="st">"nGenes"</span>, <span class="dv">5000</span>)</a>
+<a class="sourceLine" id="cb52-2" data-line-number="2"><span class="kw"><a href="../reference/getParam.html">getParam</a></span>(params, <span class="st">"nGenes"</span>)</a></code></pre></div>
 <pre><code>## [1] 5000</code></pre>
 <p>If we want to extract multiple parameters (as a list) or set multiple parameters we can use the <code>getParams</code> or <code>setParams</code> functions:</p>
-<div class="sourceCode" id="cb51"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb51-1" data-line-number="1"><span class="co"># Set multiple parameters at once (using a list)</span></a>
-<a class="sourceLine" id="cb51-2" data-line-number="2">params &lt;-<span class="st"> </span><span class="kw"><a href="../reference/setParams.html">setParams</a></span>(params, <span class="dt">update =</span> <span class="kw">list</span>(<span class="dt">nGenes =</span> <span class="dv">8000</span>, <span class="dt">mean.rate =</span> <span class="fl">0.5</span>))</a>
-<a class="sourceLine" id="cb51-3" data-line-number="3"><span class="co"># Extract multiple parameters as a list</span></a>
-<a class="sourceLine" id="cb51-4" data-line-number="4"><span class="kw"><a href="../reference/getParams.html">getParams</a></span>(params, <span class="kw">c</span>(<span class="st">"nGenes"</span>, <span class="st">"mean.rate"</span>, <span class="st">"mean.shape"</span>))</a></code></pre></div>
+<div class="sourceCode" id="cb54"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb54-1" data-line-number="1"><span class="co"># Set multiple parameters at once (using a list)</span></a>
+<a class="sourceLine" id="cb54-2" data-line-number="2">params &lt;-<span class="st"> </span><span class="kw"><a href="../reference/setParams.html">setParams</a></span>(params, <span class="dt">update =</span> <span class="kw">list</span>(<span class="dt">nGenes =</span> <span class="dv">8000</span>, <span class="dt">mean.rate =</span> <span class="fl">0.5</span>))</a>
+<a class="sourceLine" id="cb54-3" data-line-number="3"><span class="co"># Extract multiple parameters as a list</span></a>
+<a class="sourceLine" id="cb54-4" data-line-number="4"><span class="kw"><a href="../reference/getParams.html">getParams</a></span>(params, <span class="kw">c</span>(<span class="st">"nGenes"</span>, <span class="st">"mean.rate"</span>, <span class="st">"mean.shape"</span>))</a></code></pre></div>
 <pre><code>## $nGenes
 ## [1] 8000
 ## 
@@ -387,9 +401,9 @@
 ## 
 ## $mean.shape
 ## [1] 0.6</code></pre>
-<div class="sourceCode" id="cb53"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb53-1" data-line-number="1"><span class="co"># Set multiple parameters at once (using additional arguments)</span></a>
-<a class="sourceLine" id="cb53-2" data-line-number="2">params &lt;-<span class="st"> </span><span class="kw"><a href="../reference/setParams.html">setParams</a></span>(params, <span class="dt">mean.shape =</span> <span class="fl">0.5</span>, <span class="dt">de.prob =</span> <span class="fl">0.2</span>)</a>
-<a class="sourceLine" id="cb53-3" data-line-number="3">params</a></code></pre></div>
+<div class="sourceCode" id="cb56"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb56-1" data-line-number="1"><span class="co"># Set multiple parameters at once (using additional arguments)</span></a>
+<a class="sourceLine" id="cb56-2" data-line-number="2">params &lt;-<span class="st"> </span><span class="kw"><a href="../reference/setParams.html">setParams</a></span>(params, <span class="dt">mean.shape =</span> <span class="fl">0.5</span>, <span class="dt">de.prob =</span> <span class="fl">0.2</span>)</a>
+<a class="sourceLine" id="cb56-3" data-line-number="3">params</a></code></pre></div>
 <pre><code>## A Params object of class SplatParams 
 ## Parameters can be (estimable) or [not estimable], 'Default' or  'NOT DEFAULT' 
 ## 
@@ -438,8 +452,8 @@
 ##            0.8</code></pre>
 <p>The parameters with have changed are now shown in ALL CAPS to indicate that they been changed form the default.</p>
 <p>We can also set parameters directly when we call <code>newSplatParams</code>:</p>
-<div class="sourceCode" id="cb55"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb55-1" data-line-number="1">params &lt;-<span class="st"> </span><span class="kw"><a href="../reference/newParams.html">newSplatParams</a></span>(<span class="dt">lib.loc =</span> <span class="dv">12</span>, <span class="dt">lib.scale =</span> <span class="fl">0.6</span>)</a>
-<a class="sourceLine" id="cb55-2" data-line-number="2"><span class="kw"><a href="../reference/getParams.html">getParams</a></span>(params, <span class="kw">c</span>(<span class="st">"lib.loc"</span>, <span class="st">"lib.scale"</span>))</a></code></pre></div>
+<div class="sourceCode" id="cb58"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb58-1" data-line-number="1">params &lt;-<span class="st"> </span><span class="kw"><a href="../reference/newParams.html">newSplatParams</a></span>(<span class="dt">lib.loc =</span> <span class="dv">12</span>, <span class="dt">lib.scale =</span> <span class="fl">0.6</span>)</a>
+<a class="sourceLine" id="cb58-2" data-line-number="2"><span class="kw"><a href="../reference/getParams.html">getParams</a></span>(params, <span class="kw">c</span>(<span class="st">"lib.loc"</span>, <span class="st">"lib.scale"</span>))</a></code></pre></div>
 <pre><code>## $lib.loc
 ## [1] 12
 ## 
@@ -451,23 +465,23 @@
 <h1 class="hasAnchor">
 <a href="#estimating-parameters" class="anchor"></a>Estimating parameters</h1>
 <p>Splat allows you to estimate many of it’s parameters from a data set containing counts using the <code>splatEstimate</code> function.</p>
-<div class="sourceCode" id="cb57"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb57-1" data-line-number="1"><span class="co"># Check that sc_example counts is an integer matrix</span></a>
-<a class="sourceLine" id="cb57-2" data-line-number="2"><span class="kw">class</span>(sc_example_counts)</a></code></pre></div>
+<div class="sourceCode" id="cb60"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb60-1" data-line-number="1"><span class="co"># Check that sc_example counts is an integer matrix</span></a>
+<a class="sourceLine" id="cb60-2" data-line-number="2"><span class="kw">class</span>(sc_example_counts)</a></code></pre></div>
 <pre><code>## [1] "matrix"</code></pre>
-<div class="sourceCode" id="cb59"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb59-1" data-line-number="1"><span class="kw">typeof</span>(sc_example_counts)</a></code></pre></div>
+<div class="sourceCode" id="cb62"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb62-1" data-line-number="1"><span class="kw">typeof</span>(sc_example_counts)</a></code></pre></div>
 <pre><code>## [1] "integer"</code></pre>
-<div class="sourceCode" id="cb61"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb61-1" data-line-number="1"><span class="co"># Check the dimensions, each row is a gene, each column is a cell</span></a>
-<a class="sourceLine" id="cb61-2" data-line-number="2"><span class="kw">dim</span>(sc_example_counts)</a></code></pre></div>
+<div class="sourceCode" id="cb64"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb64-1" data-line-number="1"><span class="co"># Check the dimensions, each row is a gene, each column is a cell</span></a>
+<a class="sourceLine" id="cb64-2" data-line-number="2"><span class="kw">dim</span>(sc_example_counts)</a></code></pre></div>
 <pre><code>## [1] 2000   40</code></pre>
-<div class="sourceCode" id="cb63"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb63-1" data-line-number="1"><span class="co"># Show the first few entries</span></a>
-<a class="sourceLine" id="cb63-2" data-line-number="2">sc_example_counts[<span class="dv">1</span><span class="op">:</span><span class="dv">5</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">5</span>]</a></code></pre></div>
+<div class="sourceCode" id="cb66"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb66-1" data-line-number="1"><span class="co"># Show the first few entries</span></a>
+<a class="sourceLine" id="cb66-2" data-line-number="2">sc_example_counts[<span class="dv">1</span><span class="op">:</span><span class="dv">5</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">5</span>]</a></code></pre></div>
 <pre><code>##           Cell_001 Cell_002 Cell_003 Cell_004 Cell_005
 ## Gene_0001        0      123        2        0        0
 ## Gene_0002      575       65        3     1561     2311
 ## Gene_0003        0        0        0        0     1213
 ## Gene_0004        0        1        0        0        0
 ## Gene_0005        0        0       11        0        0</code></pre>
-<div class="sourceCode" id="cb65"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb65-1" data-line-number="1">params &lt;-<span class="st"> </span><span class="kw"><a href="../reference/splatEstimate.html">splatEstimate</a></span>(sc_example_counts)</a></code></pre></div>
+<div class="sourceCode" id="cb68"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb68-1" data-line-number="1">params &lt;-<span class="st"> </span><span class="kw"><a href="../reference/splatEstimate.html">splatEstimate</a></span>(sc_example_counts)</a></code></pre></div>
 <pre><code>## NOTE: Library sizes have been found to be normally distributed instead of log-normal. You may want to check this is correct.</code></pre>
 <p>Here we estimated parameters from a counts matrix but <code>splatEstimate</code> can also take a <code>SingleCellExperiment</code> object. The estimation process has the following steps:</p>
 <ol style="list-style-type: decimal">
@@ -483,7 +497,7 @@
 <h1 class="hasAnchor">
 <a href="#simulating-counts" class="anchor"></a>Simulating counts</h1>
 <p>Once we have a set of parameters we are happy with we can use <code>splatSimulate</code> to simulate counts. If we want to make small adjustments to the parameters we can provide them as additional arguments, alternatively if we don’t supply any parameters the defaults will be used:</p>
-<div class="sourceCode" id="cb67"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb67-1" data-line-number="1">sim &lt;-<span class="st"> </span><span class="kw"><a href="../reference/splatSimulate.html">splatSimulate</a></span>(params, <span class="dt">nGenes =</span> <span class="dv">1000</span>)</a></code></pre></div>
+<div class="sourceCode" id="cb70"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb70-1" data-line-number="1">sim &lt;-<span class="st"> </span><span class="kw"><a href="../reference/splatSimulate.html">splatSimulate</a></span>(params, <span class="dt">nGenes =</span> <span class="dv">1000</span>)</a></code></pre></div>
 <pre><code>## Getting parameters...</code></pre>
 <pre><code>## Creating simulation object...</code></pre>
 <pre><code>## Simulating library sizes...</code></pre>
@@ -492,7 +506,7 @@
 <pre><code>## Simulating counts..</code></pre>
 <pre><code>## Simulating dropout (if needed)...</code></pre>
 <pre><code>## Done!</code></pre>
-<div class="sourceCode" id="cb76"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb76-1" data-line-number="1">sim</a></code></pre></div>
+<div class="sourceCode" id="cb79"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb79-1" data-line-number="1">sim</a></code></pre></div>
 <pre><code>## class: SingleCellExperiment 
 ## dim: 1000 40 
 ## metadata(1): Params
@@ -504,16 +518,16 @@
 ## reducedDimNames(0):
 ## spikeNames(0):</code></pre>
 <p>Looking at the output of <code>splatSimulate</code> we can see that <code>sim</code> is <code>SingleCellExperiment</code> object with 1000 features (genes) and 40 samples (cells). The main part of this object is a features by samples matrix containing the simulated counts (accessed using <code>counts</code>), although it can also hold other expression measures such as FPKM or TPM. Additionaly a <code>SingleCellExperiment</code> contains phenotype information about each cell (accessed using <code>colData</code>) and feature information about each gene (accessed using <code>rowData</code>). Splatter uses these slots, as well as <code>assays</code>, to store information about the intermediate values of the simulation.</p>
-<div class="sourceCode" id="cb78"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb78-1" data-line-number="1"><span class="co"># Access the counts</span></a>
-<a class="sourceLine" id="cb78-2" data-line-number="2"><span class="kw">counts</span>(sim)[<span class="dv">1</span><span class="op">:</span><span class="dv">5</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">5</span>]</a></code></pre></div>
+<div class="sourceCode" id="cb81"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb81-1" data-line-number="1"><span class="co"># Access the counts</span></a>
+<a class="sourceLine" id="cb81-2" data-line-number="2"><span class="kw">counts</span>(sim)[<span class="dv">1</span><span class="op">:</span><span class="dv">5</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">5</span>]</a></code></pre></div>
 <pre><code>##       Cell1 Cell2 Cell3 Cell4 Cell5
 ## Gene1     0     0     0     0     0
 ## Gene2    24     0    15     0     0
 ## Gene3     0   112     0     2     0
 ## Gene4     0    15    19     8     0
 ## Gene5     0   119     0     0     0</code></pre>
-<div class="sourceCode" id="cb80"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb80-1" data-line-number="1"><span class="co"># Information about genes</span></a>
-<a class="sourceLine" id="cb80-2" data-line-number="2"><span class="kw">head</span>(<span class="kw">rowData</span>(sim))</a></code></pre></div>
+<div class="sourceCode" id="cb83"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb83-1" data-line-number="1"><span class="co"># Information about genes</span></a>
+<a class="sourceLine" id="cb83-2" data-line-number="2"><span class="kw">head</span>(<span class="kw">rowData</span>(sim))</a></code></pre></div>
 <pre><code>## DataFrame with 6 rows and 4 columns
 ##       Gene       BaseGeneMean OutlierFactor           GeneMean
 ##   &lt;factor&gt;          &lt;numeric&gt;     &lt;numeric&gt;          &lt;numeric&gt;
@@ -523,8 +537,8 @@
 ## 4    Gene4   463.408618692168             1   463.408618692168
 ## 5    Gene5   8.17204397802014             1   8.17204397802014
 ## 6    Gene6   82.8824018477604             1   82.8824018477604</code></pre>
-<div class="sourceCode" id="cb82"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb82-1" data-line-number="1"><span class="co"># Information about cells</span></a>
-<a class="sourceLine" id="cb82-2" data-line-number="2"><span class="kw">head</span>(<span class="kw">colData</span>(sim))</a></code></pre></div>
+<div class="sourceCode" id="cb85"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb85-1" data-line-number="1"><span class="co"># Information about cells</span></a>
+<a class="sourceLine" id="cb85-2" data-line-number="2"><span class="kw">head</span>(<span class="kw">colData</span>(sim))</a></code></pre></div>
 <pre><code>## DataFrame with 6 rows and 3 columns
 ##           Cell       Batch       ExpLibSize
 ##       &lt;factor&gt; &lt;character&gt;        &lt;numeric&gt;
@@ -534,12 +548,12 @@
 ## Cell4    Cell4      Batch1 307931.285977102
 ## Cell5    Cell5      Batch1 291609.629194382
 ## Cell6    Cell6      Batch1 580684.827308051</code></pre>
-<div class="sourceCode" id="cb84"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb84-1" data-line-number="1"><span class="co"># Gene by cell matrices</span></a>
-<a class="sourceLine" id="cb84-2" data-line-number="2"><span class="kw">names</span>(<span class="kw">assays</span>(sim))</a></code></pre></div>
+<div class="sourceCode" id="cb87"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb87-1" data-line-number="1"><span class="co"># Gene by cell matrices</span></a>
+<a class="sourceLine" id="cb87-2" data-line-number="2"><span class="kw">names</span>(<span class="kw">assays</span>(sim))</a></code></pre></div>
 <pre><code>## [1] "BatchCellMeans" "BaseCellMeans"  "BCV"            "CellMeans"     
 ## [5] "TrueCounts"     "counts"</code></pre>
-<div class="sourceCode" id="cb86"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb86-1" data-line-number="1"><span class="co"># Example of cell means matrix</span></a>
-<a class="sourceLine" id="cb86-2" data-line-number="2"><span class="kw">assays</span>(sim)<span class="op">$</span>CellMeans[<span class="dv">1</span><span class="op">:</span><span class="dv">5</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">5</span>]</a></code></pre></div>
+<div class="sourceCode" id="cb89"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb89-1" data-line-number="1"><span class="co"># Example of cell means matrix</span></a>
+<a class="sourceLine" id="cb89-2" data-line-number="2"><span class="kw">assays</span>(sim)<span class="op">$</span>CellMeans[<span class="dv">1</span><span class="op">:</span><span class="dv">5</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">5</span>]</a></code></pre></div>
 <pre><code>##              Cell1        Cell2        Cell3        Cell4        Cell5
 ## Gene1 1.770411e-03 2.306051e-27 3.092778e-04 1.730713e-38 3.735798e-35
 ## Gene2 2.507370e+01 2.388855e-19 1.629559e+01 1.405443e-05 4.289045e-03
@@ -547,11 +561,11 @@
 ## Gene4 1.129532e+00 1.036317e+01 1.679162e+01 8.609940e+00 5.195456e-11
 ## Gene5 3.468714e-02 1.040199e+02 1.169722e-03 1.047193e-01 2.080234e-03</code></pre>
 <p>An additional (big) advantage of outputting a <code>SingleCellExperiment</code> is that we get immediate access to other analysis packages, such as the plotting functions in <code>scater</code>. For example we can make a PCA plot:</p>
-<div class="sourceCode" id="cb88"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb88-1" data-line-number="1"><span class="co"># Use scater to calculate logcounts</span></a>
-<a class="sourceLine" id="cb88-2" data-line-number="2">sim &lt;-<span class="st"> </span><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/normalize">normalise</a></span>(sim)</a></code></pre></div>
+<div class="sourceCode" id="cb91"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb91-1" data-line-number="1"><span class="co"># Use scater to calculate logcounts</span></a>
+<a class="sourceLine" id="cb91-2" data-line-number="2">sim &lt;-<span class="st"> </span><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/normalize">normalise</a></span>(sim)</a></code></pre></div>
 <pre><code>## Warning in .local(object, ...): using library sizes as size factors</code></pre>
-<div class="sourceCode" id="cb90"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb90-1" data-line-number="1"><span class="co"># Plot PCA</span></a>
-<a class="sourceLine" id="cb90-2" data-line-number="2"><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/plot_reddim">plotPCA</a></span>(sim)</a></code></pre></div>
+<div class="sourceCode" id="cb93"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb93-1" data-line-number="1"><span class="co"># Plot PCA</span></a>
+<a class="sourceLine" id="cb93-2" data-line-number="2"><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/plot_reddim">plotPCA</a></span>(sim)</a></code></pre></div>
 <p><img src="splatter_files/figure-html/pca-1.png" width="576" style="display: block; margin: auto;"></p>
 <p>(<strong>NOTE:</strong> Your values and plots may look different as the simulation is random and produces different results each time it is run.)</p>
 <p>For more details about the <code>SingleCellExperiment</code> object refer to the [vignette] <a href="https://bioconductor.org/packages/devel/bioc/vignettes/SingleCellExperiment/inst/doc/intro.html">SCE-vignette</a>. For information about what you can do with <code>scater</code> refer to the <code>scater</code> documentation and <a href="https://bioconductor.org/packages/release/bioc/vignettes/scater/inst/doc/vignette.html">vignette</a>.</p>
@@ -609,11 +623,11 @@
 <a href="#simulating-groups" class="anchor"></a>Simulating groups</h2>
 <p>So far we have only simulated a single population of cells but often we are interested in investigating a mixed population of cells and looking to see what cell types are present or what differences there are between them. Splatter is able to simulate these situations by changing the <code>method</code> argument Here we are going to simulate two groups, by specifying the <code>group.prob</code> parameter and setting the <code>method</code> parameter to <code>"groups"</code>:</p>
 <p>(<strong>NOTE:</strong> We have also set the <code>verbose</code> argument to <code>FALSE</code> to stop Splatter printing progress messages.)</p>
-<div class="sourceCode" id="cb91"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb91-1" data-line-number="1">sim.groups &lt;-<span class="st"> </span><span class="kw"><a href="../reference/splatSimulate.html">splatSimulate</a></span>(<span class="dt">group.prob =</span> <span class="kw">c</span>(<span class="fl">0.5</span>, <span class="fl">0.5</span>), <span class="dt">method =</span> <span class="st">"groups"</span>,</a>
-<a class="sourceLine" id="cb91-2" data-line-number="2">                            <span class="dt">verbose =</span> <span class="ot">FALSE</span>)</a>
-<a class="sourceLine" id="cb91-3" data-line-number="3">sim.groups &lt;-<span class="st"> </span><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/normalize">normalise</a></span>(sim.groups)</a></code></pre></div>
+<div class="sourceCode" id="cb94"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb94-1" data-line-number="1">sim.groups &lt;-<span class="st"> </span><span class="kw"><a href="../reference/splatSimulate.html">splatSimulate</a></span>(<span class="dt">group.prob =</span> <span class="kw">c</span>(<span class="fl">0.5</span>, <span class="fl">0.5</span>), <span class="dt">method =</span> <span class="st">"groups"</span>,</a>
+<a class="sourceLine" id="cb94-2" data-line-number="2">                            <span class="dt">verbose =</span> <span class="ot">FALSE</span>)</a>
+<a class="sourceLine" id="cb94-3" data-line-number="3">sim.groups &lt;-<span class="st"> </span><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/normalize">normalise</a></span>(sim.groups)</a></code></pre></div>
 <pre><code>## Warning in .local(object, ...): using library sizes as size factors</code></pre>
-<div class="sourceCode" id="cb93"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb93-1" data-line-number="1"><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/plot_reddim">plotPCA</a></span>(sim.groups, <span class="dt">colour_by =</span> <span class="st">"Group"</span>)</a></code></pre></div>
+<div class="sourceCode" id="cb96"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb96-1" data-line-number="1"><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/plot_reddim">plotPCA</a></span>(sim.groups, <span class="dt">colour_by =</span> <span class="st">"Group"</span>)</a></code></pre></div>
 <p><img src="splatter_files/figure-html/groups-1.png" width="576" style="display: block; margin: auto;"></p>
 <p>As we have set both the group probabilites to 0.5 we should get approximately equal numbers of cells in each group (around 50 in this case). If we wanted uneven groups we could set <code>group.prob</code> to any set of probabilites that sum to 1.</p>
 </div>
@@ -621,10 +635,10 @@
 <h2 class="hasAnchor">
 <a href="#simulating-paths" class="anchor"></a>Simulating paths</h2>
 <p>The other situation that is often of interest is a differentiation process where one cell type is changing into another. Splatter approximates this process by simulating a series of steps between two groups and randomly assigning each cell to a step. We can create this kind of simulation using the <code>"paths"</code> method.</p>
-<div class="sourceCode" id="cb94"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb94-1" data-line-number="1">sim.paths &lt;-<span class="st"> </span><span class="kw"><a href="../reference/splatSimulate.html">splatSimulate</a></span>(<span class="dt">method =</span> <span class="st">"paths"</span>, <span class="dt">verbose =</span> <span class="ot">FALSE</span>)</a>
-<a class="sourceLine" id="cb94-2" data-line-number="2">sim.paths &lt;-<span class="st"> </span><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/normalize">normalise</a></span>(sim.paths)</a></code></pre></div>
+<div class="sourceCode" id="cb97"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb97-1" data-line-number="1">sim.paths &lt;-<span class="st"> </span><span class="kw"><a href="../reference/splatSimulate.html">splatSimulate</a></span>(<span class="dt">method =</span> <span class="st">"paths"</span>, <span class="dt">verbose =</span> <span class="ot">FALSE</span>)</a>
+<a class="sourceLine" id="cb97-2" data-line-number="2">sim.paths &lt;-<span class="st"> </span><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/normalize">normalise</a></span>(sim.paths)</a></code></pre></div>
 <pre><code>## Warning in .local(object, ...): using library sizes as size factors</code></pre>
-<div class="sourceCode" id="cb96"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb96-1" data-line-number="1"><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/plot_reddim">plotPCA</a></span>(sim.paths, <span class="dt">colour_by =</span> <span class="st">"Step"</span>)</a></code></pre></div>
+<div class="sourceCode" id="cb99"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb99-1" data-line-number="1"><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/plot_reddim">plotPCA</a></span>(sim.paths, <span class="dt">colour_by =</span> <span class="st">"Step"</span>)</a></code></pre></div>
 <p><img src="splatter_files/figure-html/paths-1.png" width="576" style="display: block; margin: auto;"></p>
 <p>Here the colours represent the “step” of each cell or how far along the differentiation path it is. We can see that the cells with dark colours are more similar to the originating cell type and the light coloured cells are closer to the final, differentiated, cell type. By setting additional parameters it is possible to simulate more complex process (for example multiple mature cell types from a single progenitor).</p>
 </div>
@@ -632,17 +646,17 @@
 <h2 class="hasAnchor">
 <a href="#batch-effects" class="anchor"></a>Batch effects</h2>
 <p>Another factor that is important in the analysis of any sequencing experiment are batch effects, technical variation that is common to a set of samples processed at the same time. We apply batch effects by telling Splatter how many cells are in each batch:</p>
-<div class="sourceCode" id="cb97"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb97-1" data-line-number="1">sim.batches &lt;-<span class="st"> </span><span class="kw"><a href="../reference/splatSimulate.html">splatSimulate</a></span>(<span class="dt">batchCells =</span> <span class="kw">c</span>(<span class="dv">50</span>, <span class="dv">50</span>), <span class="dt">verbose =</span> <span class="ot">FALSE</span>)</a>
-<a class="sourceLine" id="cb97-2" data-line-number="2">sim.batches &lt;-<span class="st"> </span><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/normalize">normalise</a></span>(sim.batches)</a></code></pre></div>
+<div class="sourceCode" id="cb100"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb100-1" data-line-number="1">sim.batches &lt;-<span class="st"> </span><span class="kw"><a href="../reference/splatSimulate.html">splatSimulate</a></span>(<span class="dt">batchCells =</span> <span class="kw">c</span>(<span class="dv">50</span>, <span class="dv">50</span>), <span class="dt">verbose =</span> <span class="ot">FALSE</span>)</a>
+<a class="sourceLine" id="cb100-2" data-line-number="2">sim.batches &lt;-<span class="st"> </span><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/normalize">normalise</a></span>(sim.batches)</a></code></pre></div>
 <pre><code>## Warning in .local(object, ...): using library sizes as size factors</code></pre>
-<div class="sourceCode" id="cb99"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb99-1" data-line-number="1"><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/plot_reddim">plotPCA</a></span>(sim.batches, <span class="dt">colour_by =</span> <span class="st">"Batch"</span>)</a></code></pre></div>
+<div class="sourceCode" id="cb102"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb102-1" data-line-number="1"><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/plot_reddim">plotPCA</a></span>(sim.batches, <span class="dt">colour_by =</span> <span class="st">"Batch"</span>)</a></code></pre></div>
 <p><img src="splatter_files/figure-html/batches-1.png" width="576" style="display: block; margin: auto;"></p>
 <p>This looks at lot like when we simulated groups and that is because the process is very similar. The difference is that batch effects are applied to all genes, not just those that are differentially expressed, and the effects are usually smaller. By combining groups and batches we can simulate both unwanted variation that we aren’t interested in (batch) and the wanted variation we are looking for (group):</p>
-<div class="sourceCode" id="cb100"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb100-1" data-line-number="1">sim.groups &lt;-<span class="st"> </span><span class="kw"><a href="../reference/splatSimulate.html">splatSimulate</a></span>(<span class="dt">batchCells =</span> <span class="kw">c</span>(<span class="dv">50</span>, <span class="dv">50</span>), <span class="dt">group.prob =</span> <span class="kw">c</span>(<span class="fl">0.5</span>, <span class="fl">0.5</span>),</a>
-<a class="sourceLine" id="cb100-2" data-line-number="2">                            <span class="dt">method =</span> <span class="st">"groups"</span>, <span class="dt">verbose =</span> <span class="ot">FALSE</span>)</a>
-<a class="sourceLine" id="cb100-3" data-line-number="3">sim.groups &lt;-<span class="st"> </span><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/normalize">normalise</a></span>(sim.groups)</a></code></pre></div>
+<div class="sourceCode" id="cb103"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb103-1" data-line-number="1">sim.groups &lt;-<span class="st"> </span><span class="kw"><a href="../reference/splatSimulate.html">splatSimulate</a></span>(<span class="dt">batchCells =</span> <span class="kw">c</span>(<span class="dv">50</span>, <span class="dv">50</span>), <span class="dt">group.prob =</span> <span class="kw">c</span>(<span class="fl">0.5</span>, <span class="fl">0.5</span>),</a>
+<a class="sourceLine" id="cb103-2" data-line-number="2">                            <span class="dt">method =</span> <span class="st">"groups"</span>, <span class="dt">verbose =</span> <span class="ot">FALSE</span>)</a>
+<a class="sourceLine" id="cb103-3" data-line-number="3">sim.groups &lt;-<span class="st"> </span><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/normalize">normalise</a></span>(sim.groups)</a></code></pre></div>
 <pre><code>## Warning in .local(object, ...): using library sizes as size factors</code></pre>
-<div class="sourceCode" id="cb102"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb102-1" data-line-number="1"><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/plot_reddim">plotPCA</a></span>(sim.groups, <span class="dt">shape_by =</span> <span class="st">"Batch"</span>, <span class="dt">colour_by =</span> <span class="st">"Group"</span>)</a></code></pre></div>
+<div class="sourceCode" id="cb105"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb105-1" data-line-number="1"><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/plot_reddim">plotPCA</a></span>(sim.groups, <span class="dt">shape_by =</span> <span class="st">"Batch"</span>, <span class="dt">colour_by =</span> <span class="st">"Group"</span>)</a></code></pre></div>
 <p><img src="splatter_files/figure-html/batch-groups-1.png" width="576" style="display: block; margin: auto;"></p>
 <p>Here we see that the effects of the group (first component) are stronger than the batch effects (second component) but by adjusting the parameters we could made the batch effects dominate.</p>
 </div>
@@ -656,7 +670,7 @@
 <h1 class="hasAnchor">
 <a href="#other-simulations" class="anchor"></a>Other simulations</h1>
 <p>As well as it’s own Splat simulation method the Splatter package contains implementations of other single-cell RNA-seq simulations that have been published or wrappers around simulations included in other packages. To see all the available simulations run the <code><a href="../reference/listSims.html">listSims()</a></code> function:</p>
-<div class="sourceCode" id="cb103"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb103-1" data-line-number="1"><span class="kw"><a href="../reference/listSims.html">listSims</a></span>()</a></code></pre></div>
+<div class="sourceCode" id="cb106"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb106-1" data-line-number="1"><span class="kw"><a href="../reference/listSims.html">listSims</a></span>()</a></code></pre></div>
 <pre><code>## Splatter currently contains 13 simulations 
 ## 
 ## Splat (splat) 
@@ -711,7 +725,7 @@
 ## DOI: 10.1093/nar/gkx1113      GitHub: cran/SparseDC 
 ## The SparseDC simulation simulates a set of clusters across two conditions, where some clusters may be present in only one condition.</code></pre>
 <p>(or more conveniently for the vignette as a table)</p>
-<div class="sourceCode" id="cb105"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb105-1" data-line-number="1">knitr<span class="op">::</span><span class="kw"><a href="http://www.rdocumentation.org/packages/knitr/topics/kable">kable</a></span>(<span class="kw"><a href="../reference/listSims.html">listSims</a></span>(<span class="dt">print =</span> <span class="ot">FALSE</span>))</a></code></pre></div>
+<div class="sourceCode" id="cb108"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb108-1" data-line-number="1">knitr<span class="op">::</span><span class="kw"><a href="http://www.rdocumentation.org/packages/knitr/topics/kable">kable</a></span>(<span class="kw"><a href="../reference/listSims.html">listSims</a></span>(<span class="dt">print =</span> <span class="ot">FALSE</span>))</a></code></pre></div>
 <table class="table">
 <thead><tr class="header">
 <th align="left">Name</th>
@@ -820,9 +834,9 @@
 <h1 class="hasAnchor">
 <a href="#other-expression-values" class="anchor"></a>Other expression values</h1>
 <p>Splatter is designed to simulate count data but some analysis methods expect other expression values, particularly length-normalised values such as TPM or FPKM. The <code>scater</code> package has functions for adding these values to a <code>SingleCellExperiment</code> object but they require a length for each gene. The <code>addGeneLengths</code> function can be used to simulate these lengths:</p>
-<div class="sourceCode" id="cb106"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb106-1" data-line-number="1">sim &lt;-<span class="st"> </span><span class="kw"><a href="../reference/simpleSimulate.html">simpleSimulate</a></span>(<span class="dt">verbose =</span> <span class="ot">FALSE</span>)</a>
-<a class="sourceLine" id="cb106-2" data-line-number="2">sim &lt;-<span class="st"> </span><span class="kw"><a href="../reference/addGeneLengths.html">addGeneLengths</a></span>(sim)</a>
-<a class="sourceLine" id="cb106-3" data-line-number="3"><span class="kw">head</span>(<span class="kw">rowData</span>(sim))</a></code></pre></div>
+<div class="sourceCode" id="cb109"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb109-1" data-line-number="1">sim &lt;-<span class="st"> </span><span class="kw"><a href="../reference/simpleSimulate.html">simpleSimulate</a></span>(<span class="dt">verbose =</span> <span class="ot">FALSE</span>)</a>
+<a class="sourceLine" id="cb109-2" data-line-number="2">sim &lt;-<span class="st"> </span><span class="kw"><a href="../reference/addGeneLengths.html">addGeneLengths</a></span>(sim)</a>
+<a class="sourceLine" id="cb109-3" data-line-number="3"><span class="kw">head</span>(<span class="kw">rowData</span>(sim))</a></code></pre></div>
 <pre><code>## DataFrame with 6 rows and 3 columns
 ##       Gene            GeneMean    Length
 ##   &lt;factor&gt;           &lt;numeric&gt; &lt;numeric&gt;
@@ -833,8 +847,8 @@
 ## 5    Gene5    2.88627905029782      4492
 ## 6    Gene6   0.610061028603659      7264</code></pre>
 <p>We can then use <code>scater</code> to calculate TPM:</p>
-<div class="sourceCode" id="cb108"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb108-1" data-line-number="1"><span class="kw">tpm</span>(sim) &lt;-<span class="st"> </span><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/calculateTPM">calculateTPM</a></span>(sim, <span class="kw">rowData</span>(sim)<span class="op">$</span>Length)</a>
-<a class="sourceLine" id="cb108-2" data-line-number="2"><span class="kw">tpm</span>(sim)[<span class="dv">1</span><span class="op">:</span><span class="dv">5</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">5</span>]</a></code></pre></div>
+<div class="sourceCode" id="cb111"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb111-1" data-line-number="1"><span class="kw">tpm</span>(sim) &lt;-<span class="st"> </span><span class="kw"><a href="http://www.rdocumentation.org/packages/scater/topics/calculateTPM">calculateTPM</a></span>(sim, <span class="kw">rowData</span>(sim)<span class="op">$</span>Length)</a>
+<a class="sourceLine" id="cb111-2" data-line-number="2"><span class="kw">tpm</span>(sim)[<span class="dv">1</span><span class="op">:</span><span class="dv">5</span>, <span class="dv">1</span><span class="op">:</span><span class="dv">5</span>]</a></code></pre></div>
 <pre><code>##            Cell1      Cell2      Cell3      Cell4      Cell5
 ## Gene1 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
 ## Gene2 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
@@ -847,40 +861,40 @@
 <h1 class="hasAnchor">
 <a href="#comparing-simulations-and-real-data" class="anchor"></a>Comparing simulations and real data</h1>
 <p>One thing you might like to do after simulating data is to compare it to a real dataset, or compare simulations with different parameters or models. Splatter provides a function <code>compareSCEs</code> that aims to make these comparisons easier. As the name suggests this function takes a list of <code>SingleCellExperiment</code> objects, combines the datasets and produces some plots comparing them. Let’s make two small simulations and see how they compare.</p>
-<div class="sourceCode" id="cb110"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb110-1" data-line-number="1">sim1 &lt;-<span class="st"> </span><span class="kw"><a href="../reference/splatSimulate.html">splatSimulate</a></span>(<span class="dt">nGenes =</span> <span class="dv">1000</span>, <span class="dt">batchCells =</span> <span class="dv">20</span>, <span class="dt">verbose =</span> <span class="ot">FALSE</span>)</a>
-<a class="sourceLine" id="cb110-2" data-line-number="2">sim2 &lt;-<span class="st"> </span><span class="kw"><a href="../reference/simpleSimulate.html">simpleSimulate</a></span>(<span class="dt">nGenes =</span> <span class="dv">1000</span>, <span class="dt">nCells =</span> <span class="dv">20</span>, <span class="dt">verbose =</span> <span class="ot">FALSE</span>)</a>
-<a class="sourceLine" id="cb110-3" data-line-number="3">comparison &lt;-<span class="st"> </span><span class="kw"><a href="../reference/compareSCEs.html">compareSCEs</a></span>(<span class="kw">list</span>(<span class="dt">Splat =</span> sim1, <span class="dt">Simple =</span> sim2))</a></code></pre></div>
+<div class="sourceCode" id="cb113"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb113-1" data-line-number="1">sim1 &lt;-<span class="st"> </span><span class="kw"><a href="../reference/splatSimulate.html">splatSimulate</a></span>(<span class="dt">nGenes =</span> <span class="dv">1000</span>, <span class="dt">batchCells =</span> <span class="dv">20</span>, <span class="dt">verbose =</span> <span class="ot">FALSE</span>)</a>
+<a class="sourceLine" id="cb113-2" data-line-number="2">sim2 &lt;-<span class="st"> </span><span class="kw"><a href="../reference/simpleSimulate.html">simpleSimulate</a></span>(<span class="dt">nGenes =</span> <span class="dv">1000</span>, <span class="dt">nCells =</span> <span class="dv">20</span>, <span class="dt">verbose =</span> <span class="ot">FALSE</span>)</a>
+<a class="sourceLine" id="cb113-3" data-line-number="3">comparison &lt;-<span class="st"> </span><span class="kw"><a href="../reference/compareSCEs.html">compareSCEs</a></span>(<span class="kw">list</span>(<span class="dt">Splat =</span> sim1, <span class="dt">Simple =</span> sim2))</a></code></pre></div>
 <pre><code>## Note that the names of some metrics have changed, see 'Renamed metrics' in ?calculateQCMetrics.
 ## Old names are currently maintained for back-compatibility, but may be removed in future releases.
 ## Note that the names of some metrics have changed, see 'Renamed metrics' in ?calculateQCMetrics.
 ## Old names are currently maintained for back-compatibility, but may be removed in future releases.</code></pre>
-<div class="sourceCode" id="cb112"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb112-1" data-line-number="1"><span class="kw">names</span>(comparison)</a></code></pre></div>
+<div class="sourceCode" id="cb115"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb115-1" data-line-number="1"><span class="kw">names</span>(comparison)</a></code></pre></div>
 <pre><code>## [1] "FeatureData" "PhenoData"   "Plots"</code></pre>
-<div class="sourceCode" id="cb114"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb114-1" data-line-number="1"><span class="kw">names</span>(comparison<span class="op">$</span>Plots)</a></code></pre></div>
+<div class="sourceCode" id="cb117"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb117-1" data-line-number="1"><span class="kw">names</span>(comparison<span class="op">$</span>Plots)</a></code></pre></div>
 <pre><code>## [1] "Means"        "Variances"    "MeanVar"      "LibrarySizes"
 ## [5] "ZerosGene"    "ZerosCell"    "MeanZeros"</code></pre>
 <p>The returned list has three items. The first two are the combined datasets by gene (<code>FeatureData</code>) and by cell (<code>PhenoData</code>) and the third contains some comparison plots (produced using <code>ggplot2</code>), for example a plot of the distribution of means:</p>
-<div class="sourceCode" id="cb116"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb116-1" data-line-number="1">comparison<span class="op">$</span>Plots<span class="op">$</span>Means</a></code></pre></div>
+<div class="sourceCode" id="cb119"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb119-1" data-line-number="1">comparison<span class="op">$</span>Plots<span class="op">$</span>Means</a></code></pre></div>
 <p><img src="splatter_files/figure-html/comparison-means-1.png" width="576" style="display: block; margin: auto;"></p>
 <p>These are only a few of the plots you might want to consider but it should be easy to make more using the returned data. For example, we could plot the number of expressed genes against the library size:</p>
-<div class="sourceCode" id="cb117"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb117-1" data-line-number="1"><span class="kw">library</span>(<span class="st">"ggplot2"</span>)</a>
-<a class="sourceLine" id="cb117-2" data-line-number="2"><span class="kw"><a href="http://www.rdocumentation.org/packages/ggplot2/topics/ggplot">ggplot</a></span>(comparison<span class="op">$</span>PhenoData,</a>
-<a class="sourceLine" id="cb117-3" data-line-number="3">       <span class="kw"><a href="http://www.rdocumentation.org/packages/ggplot2/topics/aes">aes</a></span>(<span class="dt">x =</span> total_counts, <span class="dt">y =</span> total_features, <span class="dt">colour =</span> Dataset)) <span class="op">+</span></a>
-<a class="sourceLine" id="cb117-4" data-line-number="4"><span class="st">    </span><span class="kw"><a href="http://www.rdocumentation.org/packages/ggplot2/topics/geom_point">geom_point</a></span>()</a></code></pre></div>
+<div class="sourceCode" id="cb120"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb120-1" data-line-number="1"><span class="kw">library</span>(<span class="st">"ggplot2"</span>)</a>
+<a class="sourceLine" id="cb120-2" data-line-number="2"><span class="kw"><a href="http://www.rdocumentation.org/packages/ggplot2/topics/ggplot">ggplot</a></span>(comparison<span class="op">$</span>PhenoData,</a>
+<a class="sourceLine" id="cb120-3" data-line-number="3">       <span class="kw"><a href="http://www.rdocumentation.org/packages/ggplot2/topics/aes">aes</a></span>(<span class="dt">x =</span> total_counts, <span class="dt">y =</span> total_features, <span class="dt">colour =</span> Dataset)) <span class="op">+</span></a>
+<a class="sourceLine" id="cb120-4" data-line-number="4"><span class="st">    </span><span class="kw"><a href="http://www.rdocumentation.org/packages/ggplot2/topics/geom_point">geom_point</a></span>()</a></code></pre></div>
 <p><img src="splatter_files/figure-html/comparison-libsize-features-1.png" width="576" style="display: block; margin: auto;"></p>
 <div id="comparing-differences" class="section level2">
 <h2 class="hasAnchor">
 <a href="#comparing-differences" class="anchor"></a>Comparing differences</h2>
 <p>Sometimes instead of visually comparing datasets it may be more interesting to look at the differences between them. We can do this using the <code>diffSCEs</code> function. Similar to <code>compareSCEs</code> this function takes a list of <code>SingleCellExperiment</code> objects but now we also specify one to be a reference. A series of similar plots are returned but instead of showing the overall distributions they demonstrate differences from the reference.</p>
-<div class="sourceCode" id="cb118"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb118-1" data-line-number="1">difference &lt;-<span class="st"> </span><span class="kw"><a href="../reference/diffSCEs.html">diffSCEs</a></span>(<span class="kw">list</span>(<span class="dt">Splat =</span> sim1, <span class="dt">Simple =</span> sim2), <span class="dt">ref =</span> <span class="st">"Simple"</span>)</a></code></pre></div>
+<div class="sourceCode" id="cb121"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb121-1" data-line-number="1">difference &lt;-<span class="st"> </span><span class="kw"><a href="../reference/diffSCEs.html">diffSCEs</a></span>(<span class="kw">list</span>(<span class="dt">Splat =</span> sim1, <span class="dt">Simple =</span> sim2), <span class="dt">ref =</span> <span class="st">"Simple"</span>)</a></code></pre></div>
 <pre><code>## Note that the names of some metrics have changed, see 'Renamed metrics' in ?calculateQCMetrics.
 ## Old names are currently maintained for back-compatibility, but may be removed in future releases.
 ## Note that the names of some metrics have changed, see 'Renamed metrics' in ?calculateQCMetrics.
 ## Old names are currently maintained for back-compatibility, but may be removed in future releases.</code></pre>
-<div class="sourceCode" id="cb120"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb120-1" data-line-number="1">difference<span class="op">$</span>Plots<span class="op">$</span>Means</a></code></pre></div>
+<div class="sourceCode" id="cb123"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb123-1" data-line-number="1">difference<span class="op">$</span>Plots<span class="op">$</span>Means</a></code></pre></div>
 <p><img src="splatter_files/figure-html/difference-1.png" width="576" style="display: block; margin: auto;"></p>
 <p>We also get a series of Quantile-Quantile plot that can be used to compare distributions.</p>
-<div class="sourceCode" id="cb121"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb121-1" data-line-number="1">difference<span class="op">$</span>QQPlots<span class="op">$</span>Means</a></code></pre></div>
+<div class="sourceCode" id="cb124"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb124-1" data-line-number="1">difference<span class="op">$</span>QQPlots<span class="op">$</span>Means</a></code></pre></div>
 <p><img src="splatter_files/figure-html/difference-qq-1.png" width="576" style="display: block; margin: auto;"></p>
 </div>
 <div id="making-panels" class="section level2">
@@ -888,22 +902,22 @@
 <a href="#making-panels" class="anchor"></a>Making panels</h2>
 <p>Each of these comparisons makes several plots which can be a lot to look at. To make this easier, or to produce figures for publications, you can make use of the functions <code>makeCompPanel</code>, <code>makeDiffPanel</code> and <code>makeOverallPanel</code>.</p>
 <p>These functions combine the plots into a single panel using the <code>cowplot</code> package. The panels can be quite large and hard to view (for example in RStudio’s plot viewer) so it can be better to output the panels and view them separately. Luckily <code>cowplot</code> provides a convenient function for saving the images. Here are some suggested parameters for outputting each of the panels:</p>
-<div class="sourceCode" id="cb122"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb122-1" data-line-number="1"><span class="co"># This code is just an example and is not run</span></a>
-<a class="sourceLine" id="cb122-2" data-line-number="2">panel &lt;-<span class="st"> </span><span class="kw"><a href="../reference/makeCompPanel.html">makeCompPanel</a></span>(comparison)</a>
-<a class="sourceLine" id="cb122-3" data-line-number="3">cowplot<span class="op">::</span><span class="kw"><a href="http://www.rdocumentation.org/packages/cowplot/topics/save_plot">save_plot</a></span>(<span class="st">"comp_panel.png"</span>, panel, <span class="dt">nrow =</span> <span class="dv">4</span>, <span class="dt">ncol =</span> <span class="dv">3</span>)</a>
-<a class="sourceLine" id="cb122-4" data-line-number="4"></a>
-<a class="sourceLine" id="cb122-5" data-line-number="5">panel &lt;-<span class="st"> </span><span class="kw"><a href="../reference/makeDiffPanel.html">makeDiffPanel</a></span>(difference)</a>
-<a class="sourceLine" id="cb122-6" data-line-number="6">cowplot<span class="op">::</span><span class="kw"><a href="http://www.rdocumentation.org/packages/cowplot/topics/save_plot">save_plot</a></span>(<span class="st">"diff_panel.png"</span>, panel, <span class="dt">nrow =</span> <span class="dv">3</span>, <span class="dt">ncol =</span> <span class="dv">5</span>)</a>
-<a class="sourceLine" id="cb122-7" data-line-number="7"></a>
-<a class="sourceLine" id="cb122-8" data-line-number="8">panel &lt;-<span class="st"> </span><span class="kw"><a href="../reference/makeOverallPanel.html">makeOverallPanel</a></span>(comparison, difference)</a>
-<a class="sourceLine" id="cb122-9" data-line-number="9">cowplot<span class="op">::</span><span class="kw"><a href="http://www.rdocumentation.org/packages/cowplot/topics/save_plot">save_plot</a></span>(<span class="st">"overall_panel.png"</span>, panel, <span class="dt">ncol =</span> <span class="dv">4</span>, <span class="dt">nrow =</span> <span class="dv">7</span>)</a></code></pre></div>
+<div class="sourceCode" id="cb125"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb125-1" data-line-number="1"><span class="co"># This code is just an example and is not run</span></a>
+<a class="sourceLine" id="cb125-2" data-line-number="2">panel &lt;-<span class="st"> </span><span class="kw"><a href="../reference/makeCompPanel.html">makeCompPanel</a></span>(comparison)</a>
+<a class="sourceLine" id="cb125-3" data-line-number="3">cowplot<span class="op">::</span><span class="kw"><a href="http://www.rdocumentation.org/packages/cowplot/topics/save_plot">save_plot</a></span>(<span class="st">"comp_panel.png"</span>, panel, <span class="dt">nrow =</span> <span class="dv">4</span>, <span class="dt">ncol =</span> <span class="dv">3</span>)</a>
+<a class="sourceLine" id="cb125-4" data-line-number="4"></a>
+<a class="sourceLine" id="cb125-5" data-line-number="5">panel &lt;-<span class="st"> </span><span class="kw"><a href="../reference/makeDiffPanel.html">makeDiffPanel</a></span>(difference)</a>
+<a class="sourceLine" id="cb125-6" data-line-number="6">cowplot<span class="op">::</span><span class="kw"><a href="http://www.rdocumentation.org/packages/cowplot/topics/save_plot">save_plot</a></span>(<span class="st">"diff_panel.png"</span>, panel, <span class="dt">nrow =</span> <span class="dv">3</span>, <span class="dt">ncol =</span> <span class="dv">5</span>)</a>
+<a class="sourceLine" id="cb125-7" data-line-number="7"></a>
+<a class="sourceLine" id="cb125-8" data-line-number="8">panel &lt;-<span class="st"> </span><span class="kw"><a href="../reference/makeOverallPanel.html">makeOverallPanel</a></span>(comparison, difference)</a>
+<a class="sourceLine" id="cb125-9" data-line-number="9">cowplot<span class="op">::</span><span class="kw"><a href="http://www.rdocumentation.org/packages/cowplot/topics/save_plot">save_plot</a></span>(<span class="st">"overall_panel.png"</span>, panel, <span class="dt">ncol =</span> <span class="dv">4</span>, <span class="dt">nrow =</span> <span class="dv">7</span>)</a></code></pre></div>
 </div>
 </div>
 <div id="citing-splatter" class="section level1">
 <h1 class="hasAnchor">
 <a href="#citing-splatter" class="anchor"></a>Citing Splatter</h1>
 <p>If you use Splatter in your work please cite our paper:</p>
-<div class="sourceCode" id="cb123"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb123-1" data-line-number="1"><span class="kw">citation</span>(<span class="st">"splatter"</span>)</a></code></pre></div>
+<div class="sourceCode" id="cb126"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb126-1" data-line-number="1"><span class="kw">citation</span>(<span class="st">"splatter"</span>)</a></code></pre></div>
 <pre><code>## 
 ##   Zappia L, Phipson B, Oshlack A. Splatter: Simulation of
 ##   single-cell RNA sequencing data. Genome Biology. 2017;
@@ -923,7 +937,7 @@
 <div id="session-information" class="section level1 unnumbered">
 <h1 class="hasAnchor">
 <a href="#session-information" class="anchor"></a>Session information</h1>
-<div class="sourceCode" id="cb125"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb125-1" data-line-number="1"><span class="kw">sessionInfo</span>()</a></code></pre></div>
+<div class="sourceCode" id="cb128"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb128-1" data-line-number="1"><span class="kw">sessionInfo</span>()</a></code></pre></div>
 <pre><code>## R version 3.5.0 (2018-04-23)
 ## Platform: x86_64-apple-darwin15.6.0 (64-bit)
 ## Running under: macOS Sierra 10.12.6
@@ -940,52 +954,59 @@
 ## [8] methods   base     
 ## 
 ## other attached packages:
-##  [1] scater_1.8.0                ggplot2_2.2.1              
+##  [1] scater_1.8.0                ggplot2_2.2.1.9000         
 ##  [3] splatter_1.4.0              SingleCellExperiment_1.2.0 
 ##  [5] SummarizedExperiment_1.10.0 DelayedArray_0.6.0         
 ##  [7] BiocParallel_1.14.0         matrixStats_0.53.1         
 ##  [9] Biobase_2.40.0              GenomicRanges_1.32.0       
-## [11] GenomeInfoDb_1.16.0         IRanges_2.14.0             
-## [13] S4Vectors_0.18.0            BiocGenerics_0.26.0        
+## [11] GenomeInfoDb_1.16.0         IRanges_2.14.1             
+## [13] S4Vectors_0.18.1            BiocGenerics_0.26.0        
+## [15] BiocStyle_2.8.0            
 ## 
 ## loaded via a namespace (and not attached):
-##  [1] viridis_0.5.1            edgeR_3.22.0            
-##  [3] splines_3.5.0            viridisLite_0.3.0       
-##  [5] DelayedMatrixStats_1.2.0 shiny_1.0.5             
-##  [7] assertthat_0.2.0         highr_0.6               
-##  [9] sp_1.2-7                 GenomeInfoDbData_1.1.0  
-## [11] vipor_0.4.5              yaml_2.1.19             
-## [13] pillar_1.2.2             backports_1.1.2         
-## [15] lattice_0.20-35          glue_1.2.0              
-## [17] limma_3.36.0             digest_0.6.15           
-## [19] promises_1.0.1           XVector_0.20.0          
-## [21] checkmate_1.8.6          colorspace_1.3-2        
-## [23] cowplot_0.9.2            htmltools_0.3.6         
-## [25] httpuv_1.4.1             Matrix_1.2-14           
-## [27] plyr_1.8.4               pkgconfig_2.0.1         
-## [29] zlibbioc_1.26.0          xtable_1.8-2            
-## [31] scales_0.5.0             later_0.7.2             
-## [33] tibble_1.4.2             lazyeval_0.2.1          
-## [35] crayon_1.3.4             survival_2.42-3         
-## [37] magrittr_1.5             mime_0.5                
-## [39] evaluate_0.10.1          MASS_7.3-50             
-## [41] beeswarm_0.2.3           shinydashboard_0.7.0    
-## [43] tools_3.5.0              fitdistrplus_1.0-9      
-## [45] data.table_1.11.0        stringr_1.3.0           
-## [47] Rhdf5lib_1.2.0           munsell_0.4.3           
-## [49] locfit_1.5-9.1           bindrcpp_0.2.2          
-## [51] akima_0.6-2              compiler_3.5.0          
-## [53] rlang_0.2.0              rhdf5_2.24.0            
-## [55] grid_3.5.0               RCurl_1.95-4.10         
-## [57] tximport_1.8.0           rjson_0.2.15            
-## [59] labeling_0.3             bitops_1.0-6            
-## [61] rmarkdown_1.9            gtable_0.2.0            
-## [63] reshape2_1.4.3           R6_2.2.2                
-## [65] gridExtra_2.3            knitr_1.20              
-## [67] dplyr_0.7.4              bindr_0.1.1             
-## [69] rprojroot_1.3-2          stringi_1.1.7           
-## [71] ggbeeswarm_0.6.0         Rcpp_0.12.16</code></pre>
-</div>
+##  [1] bitops_1.0-6             fs_1.2.2                
+##  [3] rprojroot_1.3-2          tools_3.5.0             
+##  [5] backports_1.1.2          R6_2.2.2                
+##  [7] vipor_0.4.5              lazyeval_0.2.1          
+##  [9] colorspace_1.3-2         sp_1.2-7                
+## [11] withr_2.1.2              tidyselect_0.2.4        
+## [13] gridExtra_2.3            compiler_3.5.0          
+## [15] xml2_1.2.0               desc_1.2.0              
+## [17] labeling_0.3             bookdown_0.7            
+## [19] scales_0.5.0.9000        checkmate_1.8.6         
+## [21] pkgdown_1.1.0            commonmark_1.5          
+## [23] stringr_1.3.0            digest_0.6.15           
+## [25] rmarkdown_1.9            XVector_0.20.0          
+## [27] pkgconfig_2.0.1          htmltools_0.3.6         
+## [29] akima_0.6-2              highr_0.6               
+## [31] limma_3.36.0             rlang_0.2.0.9001        
+## [33] rstudioapi_0.7           shiny_1.0.5             
+## [35] DelayedMatrixStats_1.2.0 bindr_0.1.1             
+## [37] dplyr_0.7.5              RCurl_1.95-4.10         
+## [39] magrittr_1.5             GenomeInfoDbData_1.1.0  
+## [41] Matrix_1.2-14            Rcpp_0.12.17            
+## [43] ggbeeswarm_0.6.0         munsell_0.4.3           
+## [45] Rhdf5lib_1.2.0           viridis_0.5.1           
+## [47] stringi_1.2.2            yaml_2.1.19             
+## [49] edgeR_3.22.0             MASS_7.3-50             
+## [51] zlibbioc_1.26.0          rhdf5_2.24.0            
+## [53] plyr_1.8.4               grid_3.5.0              
+## [55] promises_1.0.1           shinydashboard_0.7.0    
+## [57] crayon_1.3.4             lattice_0.20-35         
+## [59] cowplot_0.9.2            splines_3.5.0           
+## [61] locfit_1.5-9.1           knitr_1.20              
+## [63] pillar_1.2.2             rjson_0.2.15            
+## [65] reshape2_1.4.3           glue_1.2.0              
+## [67] evaluate_0.10.1          data.table_1.11.0       
+## [69] httpuv_1.4.2             gtable_0.2.0            
+## [71] purrr_0.2.4              assertthat_0.2.0        
+## [73] xfun_0.1                 mime_0.5                
+## [75] xtable_1.8-2             roxygen2_6.0.1          
+## [77] later_0.7.2              survival_2.42-3         
+## [79] viridisLite_0.3.0        tibble_1.4.2            
+## [81] beeswarm_0.2.3           memoise_1.1.0           
+## [83] tximport_1.8.0           bindrcpp_0.2.2          
+## [85] fitdistrplus_1.0-9</code></pre>
 </div>
   </div>
 
@@ -1043,5 +1064,7 @@
       </footer>
 </div>
 
+  
+
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BOS%96

diff --git a/docs/authors.html b/docs/authors.html
index cb75a40..131feab 100644
--- a/docs/authors.html
+++ b/docs/authors.html
@@ -18,13 +18,24 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="pkgdown.css" rel="stylesheet">
-<script src="jquery.sticky-kit.min.js"></script>
 <script src="pkgdown.js"></script>
+
+
+
   <link href="extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Citation and Authors" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +45,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +68,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +83,13 @@
   </a>
 </li>
 <li>
-  <a href="articles/splatter.html">Get Started</a>
+  <a href="articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="news/index.html">News</a>
+  <a href="news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +101,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,9 +109,8 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="contents col-md-9">
-
     <div class="page-header">
       <h1>Citation</h1>
     </div>
@@ -121,16 +134,16 @@ doi: <a href="http://doi.org/10.1186/s13059-017-1305-0">10.1186/s13059-017-1305-
 
     <ul class="list-unstyled">
       <li>
-        <p><strong>Luke Zappia</strong>. Author, maintainer.
-        <br /><small>0000-0001-7744-8565</small></p>
+        <p><strong>Luke Zappia</strong>. Author, maintainer. <a href='https://orcid.org/0000-0001-7744-8565' target='orcid.widget'><img src='https://members.orcid.org/sites/default/files/vector_iD_icon.svg' class='orcid' height='16'></a>
+        </p>
       </li>
       <li>
-        <p><strong>Belinda Phipson</strong>. Author.
-        <br /><small>0000-0002-1711-7454</small></p>
+        <p><strong>Belinda Phipson</strong>. Author. <a href='https://orcid.org/0000-0002-1711-7454' target='orcid.widget'><img src='https://members.orcid.org/sites/default/files/vector_iD_icon.svg' class='orcid' height='16'></a>
+        </p>
       </li>
       <li>
-        <p><strong>Alicia Oshlack</strong>. Author.
-        <br /><small>0000-0001-9788-5690</small></p>
+        <p><strong>Alicia Oshlack</strong>. Author. <a href='https://orcid.org/0000-0001-9788-5690' target='orcid.widget'><img src='https://members.orcid.org/sites/default/files/vector_iD_icon.svg' class='orcid' height='16'></a>
+        </p>
       </li>
     </ul>
 
@@ -151,5 +164,8 @@ doi: <a href="http://doi.org/10.1186/s13059-017-1305-0">10.1186/s13059-017-1305-
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/docsearch.css b/docs/docsearch.css
new file mode 100644
index 0000000..e5f1fe1
--- /dev/null
+++ b/docs/docsearch.css
@@ -0,0 +1,148 @@
+/* Docsearch -------------------------------------------------------------- */
+/*
+  Source: https://github.com/algolia/docsearch/
+  License: MIT
+*/
+
+.algolia-autocomplete {
+  display: block;
+  -webkit-box-flex: 1;
+  -ms-flex: 1;
+  flex: 1
+}
+
+.algolia-autocomplete .ds-dropdown-menu {
+  width: 100%;
+  min-width: none;
+  max-width: none;
+  padding: .75rem 0;
+  background-color: #fff;
+  background-clip: padding-box;
+  border: 1px solid rgba(0, 0, 0, .1);
+  box-shadow: 0 .5rem 1rem rgba(0, 0, 0, .175);
+}
+
+@media (min-width:768px) {
+  .algolia-autocomplete .ds-dropdown-menu {
+      width: 175%
+  }
+}
+
+.algolia-autocomplete .ds-dropdown-menu::before {
+  display: none
+}
+
+.algolia-autocomplete .ds-dropdown-menu [class^=ds-dataset-] {
+  padding: 0;
+  background-color: rgb(255,255,255);
+  border: 0;
+  max-height: 80vh;
+}
+
+.algolia-autocomplete .ds-dropdown-menu .ds-suggestions {
+  margin-top: 0
+}
+
+.algolia-autocomplete .algolia-docsearch-suggestion {
+  padding: 0;
+  overflow: visible
+}
+
+.algolia-autocomplete .algolia-docsearch-suggestion--category-header {
+  padding: .125rem 1rem;
+  margin-top: 0;
+  font-size: 1.3em;
+  font-weight: 500;
+  color: #00008B;
+  border-bottom: 0
+}
+
+.algolia-autocomplete .algolia-docsearch-suggestion--wrapper {
+    float: none;
+    padding-top: 0
+}
+
+.algolia-autocomplete .algolia-docsearch-suggestion--subcategory-column {
+  float: none;
+  width: auto;
+  padding: 0;
+  text-align: left
+}
+
+.algolia-autocomplete .algolia-docsearch-suggestion--content {
+  float: none;
+  width: auto;
+  padding: 0
+}
+
+.algolia-autocomplete .algolia-docsearch-suggestion--content::before {
+  display: none
+}
+
+.algolia-autocomplete .ds-suggestion:not(:first-child) .algolia-docsearch-suggestion--category-header {
+  padding-top: .75rem;
+  margin-top: .75rem;
+  border-top: 1px solid rgba(0, 0, 0, .1)
+}
+
+.algolia-autocomplete .ds-suggestion .algolia-docsearch-suggestion--subcategory-column {
+  display: block;
+  padding: .1rem 1rem;
+  margin-bottom: 0.1;
+  font-size: 1.0em;
+  font-weight: 400
+  /* display: none */
+}
+
+.algolia-autocomplete .algolia-docsearch-suggestion--title {
+  display: block;
+  padding: .25rem 1rem;
+  margin-bottom: 0;
+  font-size: 0.9em;
+  font-weight: 400
+}
+
+.algolia-autocomplete .algolia-docsearch-suggestion--text {
+  padding: 0 1rem .5rem;
+  margin-top: -.25rem;
+  font-size: 0.8em;
+  font-weight: 400;
+  line-height: 1.25
+}
+
+.algolia-autocomplete .algolia-docsearch-footer {
+  width: 110px;
+  height: 20px;
+  z-index: 3;
+  margin-top: 10.66667px;
+  float: right;
+  font-size: 0;
+  line-height: 0;
+}
+
+.algolia-autocomplete .algolia-docsearch-footer--logo {
+  background-image: url("data:image/svg+xml;utf8,<svg viewBox='0 0 130 18' xmlns='http://www.w3.org/2000/svg'><defs><linearGradient x1='-36.868%' y1='134.936%' x2='129.432%' y2='-27.7%' id='a'><stop stop-color='%2300AEFF' offset='0%'/><stop stop-color='%233369E7' offset='100%'/></linearGradient></defs><g fill='none' fill-rule='evenodd'><path d='M59.399.022h13.299a2.372 2.372 0 0 1 2.377 2.364V15.62a2.372 2.372 0 0 1-2.377 2.364H59.399a2.372 2.372 0 0 1-2.377-2.364V2.381A2.368 2.368 0 0 1 59.399.022z' fill='url(%23a)'/><path d='M66.257 4.56c-2.815 0-5.1 2.272-5.1 5.078 0 2.806 2.284 5.072 5.1 5.072 2.815 0 5.1-2.272 5.1-5.078 0-2.806-2.279-5.072-5.1-5.072zm0 8.652c-1.983 0-3.593-1.602-3.593-3.574 0-1.972 1.61-3.574 3.593-3.574 1.983 0 3.593 1.602 3.593 3.574a3.582 3.582 0 0 1-3.593 3.574zm0-6.418v2.664c0 .076.082.131.153.093l2.377-1.226c.055-.027.071-.093.044-.147a2.96 2.96 0 0 0-2.465-1.487c-.055 0-.11.044-.11.104l.001-.001zm-3.33-1.956l-.312-.311a.783.783 0 0 0-1.106 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+  background-repeat: no-repeat;
+  background-position: 50%;
+  background-size: 100%;
+  overflow: hidden;
+  text-indent: -9000px;
+  width: 100%;
+  height: 100%;
+  display: block;
+  transform: translate(-8px);
+}
+
+.algolia-autocomplete .algolia-docsearch-suggestion--highlight {
+  color: #FF8C00;
+  background: rgba(232, 189, 54, 0.1)
+}
+
+
+.algolia-autocomplete .algolia-docsearch-suggestion--text .algolia-docsearch-suggestion--highlight {
+  box-shadow: inset 0 -2px 0 0 rgba(105, 105, 105, .5)
+}
+
+.algolia-autocomplete .ds-suggestion.ds-cursor .algolia-docsearch-suggestion--content {
+  background-color: rgba(192, 192, 192, .15)
+}
diff --git a/docs/docsearch.js b/docs/docsearch.js
new file mode 100644
index 0000000..b35504c
--- /dev/null
+++ b/docs/docsearch.js
@@ -0,0 +1,85 @@
+$(function() {
+
+  // register a handler to move the focus to the search bar
+  // upon pressing shift + "/" (i.e. "?")
+  $(document).on('keydown', function(e) {
+    if (e.shiftKey && e.keyCode == 191) {
+      e.preventDefault();
+      $("#search-input").focus();
+    }
+  });
+
+  $(document).ready(function() {
+    // do keyword highlighting
+    /* modified from https://jsfiddle.net/julmot/bL6bb5oo/ */
+    var mark = function() {
+
+      var referrer = document.URL ;
+      var paramKey = "q" ;
+
+      if (referrer.indexOf("?") !== -1) {
+        var qs = referrer.substr(referrer.indexOf('?') + 1);
+        var qs_noanchor = qs.split('#')[0];
+        var qsa = qs_noanchor.split('&');
+        var keyword = "";
+
+        for (var i = 0; i < qsa.length; i++) {
+          var currentParam = qsa[i].split('=');
+
+          if (currentParam.length !== 2) {
+            continue;
+          }
+
+          if (currentParam[0] == paramKey) {
+            keyword = decodeURIComponent(currentParam[1].replace(/\+/g, "%20"));
+          }
+        }
+
+        if (keyword !== "") {
+          $(".contents").unmark({
+            done: function() {
+              $(".contents").mark(keyword);
+            }
+          });
+        }
+      }
+    };
+
+    mark();
+  });
+});
+
+/* Search term highlighting ------------------------------*/
+
+function matchedWords(hit) {
+  var words = [];
+
+  var hierarchy = hit._highlightResult.hierarchy;
+  // loop to fetch from lvl0, lvl1, etc.
+  for (var idx in hierarchy) {
+    words = words.concat(hierarchy[idx].matchedWords);
+  }
+
+  var content = hit._highlightResult.content;
+  if (content) {
+    words = words.concat(content.matchedWords);
+  }
+
+  // return unique words
+  var words_uniq = [...new Set(words)];
+  return words_uniq;
+}
+
+function updateHitURL(hit) {
+
+  var words = matchedWords(hit);
+  var url = "";
+
+  if (hit.anchor) {
+    url = hit.url_without_anchor + '?q=' + escape(words.join(" ")) + '#' + hit.anchor;
+  } else {
+    url = hit.url + '?q=' + escape(words.join(" "));
+  }
+
+  return url;
+}
diff --git a/docs/index.html b/docs/index.html
index b6a03e6..653b12d 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -8,20 +8,24 @@
 <title>Simple Simulation of Single-cell RNA Sequencing Data • Splatter</title>
 <!-- jquery --><script src="https://code.jquery.com/jquery-3.1.0.min.js" integrity="sha384-nrOSfDHtoPMzJHjVTdCopGqIqeYETSXhZDFyniQ8ZHcVy08QesyHcnOUpMpqnmWq" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://maxcdn.bootstrapcdn.com/bootswatch/3.3.7/cosmo/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
 <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha384-Tc5IQib027qvyjSMfHjOMaLkfuWVxZxUPnCJA7l2mCWNIpG9mGCD8wGNIcPD7Txa" crossorigin="anonymous"></script><!-- Font Awesome icons --><link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
-<!-- pkgdown --><link href="pkgdown.css" rel="stylesheet">
-<script src="jquery.sticky-kit.min.js"></script><script src="pkgdown.js"></script><link href="extra.css" rel="stylesheet">
+<!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script><!-- sticky kit --><script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script><!-- pkgdown --><link href="pkgdown.css" rel="stylesheet">
+<script src="pkgdown.js"></script><link href="extra.css" rel="stylesheet">
+<meta property="og:title" content="Simple Simulation of Single-cell RNA Sequencing Data">
+<meta property="og:description" content="Splatter is a package for the simulation of single-cell RNA
+    sequencing count data. It provides a simple interface for creating complex
+    simulations that are reproducible and well-documented. Parameters can be
+    estimated from real data and functions are provided for comparing real and
+    simulated datasets.">
+<meta name="twitter:card" content="summary">
 <!-- mathjax --><script src="https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
-<![endif]--><!-- Google analytics --><script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+<![endif]--><!-- Global site tag (gtag.js) - Google Analytics --><script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script><script>
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 </head>
 <body>
@@ -34,8 +38,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
 <li>
@@ -45,13 +53,13 @@
   </a>
 </li>
 <li>
-  <a href="articles/splatter.html">Get Started</a>
+  <a href="articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="news/index.html">News</a>
+  <a href="news/index.html">Changelog</a>
 </li>
       </ul>
 <ul class="nav navbar-nav navbar-right">
@@ -84,10 +92,12 @@
 </ul>
 <p>Splatter is built on top of <a href="https://github.com/davismcc/scater"><code>scater</code></a> and stores simulations in <a href="https://github.com/drisso/SingleCellExperiment"><code>SingleCellExperiment</code></a> objects. Splatter also has functions for comparing simulations and real datasets.</p>
 <p><strong>!Please note!</strong> This site provides documentation for the development version of Splatter. For details on the current release please refer to <a href="https://bioconductor.org/packages/splatter" class="uri">https://bioconductor.org/packages/splatter</a>.</p>
-<div class="section level2">
-<h2>Installation.</h2>
-<div class="section level3">
-<h3>Release version</h3>
+<div id="installation-" class="section level2">
+<h2 class="hasAnchor">
+<a href="#installation-" class="anchor"></a>Installation.</h2>
+<div id="release-version" class="section level3">
+<h3 class="hasAnchor">
+<a href="#release-version" class="anchor"></a>Release version</h3>
 <p>Splatter has been accepted into the latest version of <a href="https://bioconductor.org/packages/splatter">Bioconductor</a> and hence requires the latest version of R (&gt;=3.4).</p>
 <p>If you have these installed Splatter can be installed from Bioconductor using <code>biocLite</code>:</p>
 <pre class="{r}"><code>source("https://bioconductor.org/biocLite.R")
@@ -96,8 +106,9 @@ biocLite("splatter")</code></pre>
 <pre class="{r}"><code><a href="http://www.rdocumentation.org/packages/BiocInstaller/topics/biocLite">biocLite("splatter", build_vignettes=TRUE)</a></code></pre>
 <p>This will also build the vignette and install all suggested dependencies (which aren’t required for core functionality). Building the vignette may sometimes fail when run from the command line, if this happens try running the install command in RStudio.</p>
 </div>
-<div class="section level3">
-<h3>Development version</h3>
+<div id="development-version" class="section level3">
+<h3 class="hasAnchor">
+<a href="#development-version" class="anchor"></a>Development version</h3>
 <p>If you want to try the <a href="https://bioconductor.org/packages/devel/bioc/html/splatter.html">development version</a> this can also be installed from Bioconductor:</p>
 <pre class="{r}"><code>library(BiocInstaller)
 useDevel()
@@ -113,7 +124,8 @@ biocLite("splatter")</code></pre>
   </div>
 
   <div class="col-md-3" id="sidebar">
-    <h2>Links</h2>
+    <div class="links">
+<h2>Links</h2>
 <ul class="list-unstyled">
 <li>Download from BIOC at <br><a href="https://www.bioconductor.org/packages/splatter">https://​www.bioconductor.org/​packages/​splatter</a>
 </li>
@@ -122,21 +134,31 @@ biocLite("splatter")</code></pre>
 <li>Report a bug at <br><a href="https://github.com/Oshlack/splatter/issues">https://​github.com/​Oshlack/​splatter/​issues</a>
 </li>
 </ul>
+</div>
+<div class="license">
 <h2>License</h2>
-<p><a href="https://www.r-project.org/Licenses/GPL-3">GPL-3</a> + file <a href="LICENSE.html">LICENSE</a></p>
+<ul class="list-unstyled">
+<li>
+<a href="https://www.r-project.org/Licenses/GPL-3">GPL-3</a> + file <a href="LICENSE-text.html">LICENSE</a>
+</li>
+</ul>
+</div>
+<div class="citation">
 <h2>Citation</h2>
 <ul class="list-unstyled">
 <li><a href="authors.html">Citing splatter</a></li>
 </ul>
+</div>
+<div class="developers">
 <h2>Developers</h2>
 <ul class="list-unstyled">
-<li>Luke Zappia <br><small class="roles"> Author, maintainer </small> <br><small>(0000-0001-7744-8565)</small>
-</li>
-<li>Belinda Phipson <br><small class="roles"> Author </small> <br><small>(0000-0002-1711-7454)</small>
-</li>
-<li>Alicia Oshlack <br><small class="roles"> Author </small> <br><small>(0000-0001-9788-5690)</small>
-</li>
+<li>Luke Zappia <br><small class="roles"> Author, maintainer </small> <a href="https://orcid.org/0000-0001-7744-8565" target="orcid.widget"><img src="https://members.orcid.org/sites/default/files/vector_iD_icon.svg" class="orcid" height="16"></a> </li>
+<li>Belinda Phipson <br><small class="roles"> Author </small> <a href="https://orcid.org/0000-0002-1711-7454" target="orcid.widget"><img src="https://members.orcid.org/sites/default/files/vector_iD_icon.svg" class="orcid" height="16"></a> </li>
+<li>Alicia Oshlack <br><small class="roles"> Author </small> <a href="https://orcid.org/0000-0001-9788-5690" target="orcid.widget"><img src="https://members.orcid.org/sites/default/files/vector_iD_icon.svg" class="orcid" height="16"></a> </li>
 </ul>
+</div>
+
+  <div class="dev-status">
 <h2>Dev status</h2>
 <ul class="list-unstyled">
 <li><a href="https://travis-ci.org/Oshlack/splatter"><img src="https://travis-ci.org/Oshlack/splatter.svg?branch=master" alt="Travis-CI Build Status"></a></li>
@@ -147,6 +169,7 @@ biocLite("splatter")</code></pre>
 <li><a href="https://bioconductor.org/packages/devel/bioc/html/splatter.html"><img src="https://bioconductor.org/shields/downloads/splatter.svg" alt="Bioconductor Downloads"></a></li>
 </ul>
 </div>
+</div>
 </div>
 
 
@@ -161,5 +184,7 @@ biocLite("splatter")</code></pre>
       </footer>
 </div>
 
+  
+
   </body>
 </html>
diff --git a/docs/news/index.html b/docs/news/index.html
index ea9dd90..883f398 100644
--- a/docs/news/index.html
+++ b/docs/news/index.html
@@ -6,7 +6,7 @@
 <meta http-equiv="X-UA-Compatible" content="IE=edge">
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
 
-<title>All news • Splatter</title>
+<title>Changelog • Splatter</title>
 
 <!-- jquery -->
 <script src="https://code.jquery.com/jquery-3.1.0.min.js" integrity="sha384-nrOSfDHtoPMzJHjVTdCopGqIqeYETSXhZDFyniQ8ZHcVy08QesyHcnOUpMpqnmWq" crossorigin="anonymous"></script>
@@ -18,13 +18,24 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Changelog" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +45,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +68,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +83,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +101,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,33 +109,54 @@
       
       </header>
 
-      <div class="row">
-
-  <div class="col-md-9">
+<div class="row">
+  <div class="col-md-9 contents">
     <div class="page-header">
-      <h1>Change log <small>All releases</small></h1>
+      <h1>Changelog <small></small></h1>
+      <small>Source: <a href='https://github.com/Oshlack/splatter/blob/master/NEWS.md'><code>NEWS.md</code></a></small>
     </div>
 
-    <div class="contents">
-    <div class="section level2">
-<h2>Version 1.5.0 (2018-01-02)</h2>
+    <div id="version-1-5-1-2018-06-12" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-5-1-2018-06-12" class="anchor"></a>Version 1.5.1 (2018-06-12)</h2>
+<ul>
+<li>Fix normality testing error in splatEstLib</li>
+<li>Correct p-value cutoff in normality test</li>
+<li>Sample library sizes for normality testing if &gt; 5000 cells</li>
+</ul>
+</div>
+    <div id="version-1-5-0-2018-05-02" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-5-0-2018-05-02" class="anchor"></a>Version 1.5.0 (2018-05-02)</h2>
 <ul>
 <li>Bioconductor 3.7 devel</li>
 </ul>
 </div>
-    <div class="section level1">
-<h1>Version 1.4.0 (2018-01-02)</h1>
+    <div id="version-1-4-1-2018-06-12" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-4-1-2018-06-12" class="anchor"></a>Version 1.4.1 (2018-06-12)</h2>
+<ul>
+<li>Fix normality testing error in splatEstLib</li>
+<li>Correct p-value cutoff in normality test</li>
+<li>Sample library sizes for normality testing if &gt; 5000 cells</li>
+</ul>
+</div>
+    <div id="version-1-4-0-2018-05-02" class="section level1">
+<h1 class="page-header">
+<a href="#version-1-4-0-2018-05-02" class="anchor"></a>Version 1.4.0 (2018-05-02)</h1>
 <ul>
 <li>Bioconductor 3.7 release</li>
 </ul>
-<div class="section level2">
-<h2>Version 1.3.6 (2018-04-30)</h2>
+<div id="version-1-3-6-2018-04-30" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-3-6-2018-04-30" class="anchor"></a>Version 1.3.6 (2018-04-30)</h2>
 <ul>
 <li>Set seed in sparseDCEstimate tests</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 1.3.5 (2018-04-25)</h2>
+<div id="version-1-3-5-2018-04-25" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-3-5-2018-04-25" class="anchor"></a>Version 1.3.5 (2018-04-25)</h2>
 <ul>
 <li>Replace dropout.present with dropout.type in SplatParams
 <ul>
@@ -130,8 +165,9 @@
 </li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 1.3.4 (2018-04-19)</h2>
+<div id="version-1-3-4-2018-04-19" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-3-4-2018-04-19" class="anchor"></a>Version 1.3.4 (2018-04-19)</h2>
 <ul>
 <li>Add option to use a normal distribution for library sizes in Splat simulations</li>
 <li>Add SparseDC simulation</li>
@@ -142,14 +178,16 @@
 <li>Improve warning message when fitting means in splatEstimate fails</li>
 <li>Simplify problematic documentation links</li>
 </ul>
-<div class="section level3">
-<h3>Version 1.3.3.9010 (2018-04-12)</h3>
+<div id="version-1-3-3-9010-2018-04-12" class="section level3">
+<h3 class="hasAnchor">
+<a href="#version-1-3-3-9010-2018-04-12" class="anchor"></a>Version 1.3.3.9010 (2018-04-12)</h3>
 <ul>
 <li>Add option to use a normal distribution for library sizes in Splat simulations</li>
 </ul>
 </div>
-<div class="section level3">
-<h3>Version 1.3.3.9000 (2018-04-12)</h3>
+<div id="version-1-3-3-9000-2018-04-12" class="section level3">
+<h3 class="hasAnchor">
+<a href="#version-1-3-3-9000-2018-04-12" class="anchor"></a>Version 1.3.3.9000 (2018-04-12)</h3>
 <ul>
 <li>Replace dropout.present with dropout.type in SplatParams
 <ul>
@@ -159,14 +197,16 @@
 </ul>
 </div>
 </div>
-<div class="section level2">
-<h2>Version 1.3.3 (2018-03-27)</h2>
+<div id="version-1-3-3-2018-03-27" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-3-3-2018-03-27" class="anchor"></a>Version 1.3.3 (2018-03-27)</h2>
 <ul>
 <li>Fix parameter passing bug in scDDEstimate</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 1.3.2 (2018-01-31)</h2>
+<div id="version-1-3-2-2018-01-31" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-3-2-2018-01-31" class="anchor"></a>Version 1.3.2 (2018-01-31)</h2>
 <ul>
 <li>Fix QC names that have been changed in scater</li>
 <li>Move scater to Imports and add scater version</li>
@@ -174,80 +214,92 @@
 <li>Add more tests</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 1.3.1 (2018-01-03)</h2>
+<div id="version-1-3-1-2018-01-03" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-3-1-2018-01-03" class="anchor"></a>Version 1.3.1 (2018-01-03)</h2>
 <ul>
 <li>Fix error in vignette caused by changes in scater</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 1.3.0 (2017-10-13)</h2>
+<div id="version-1-3-0-2017-10-13" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-3-0-2017-10-13" class="anchor"></a>Version 1.3.0 (2017-10-13)</h2>
 <ul>
 <li>Bioconductor 3.7 devel</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 1.2.2 (2018-03-27)</h2>
+<div id="version-1-2-2-2018-03-27" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-2-2-2018-03-27" class="anchor"></a>Version 1.2.2 (2018-03-27)</h2>
 <ul>
 <li>Fix parameter passing bug in scDDEstimate</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 1.2.1 (2017-11-23)</h2>
+<div id="version-1-2-1-2017-11-23" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-2-1-2017-11-23" class="anchor"></a>Version 1.2.1 (2017-11-23)</h2>
 <ul>
 <li>Fix zinbwave installation error</li>
 </ul>
 </div>
 </div>
-    <div class="section level1">
-<h1>Version 1.2.0 (2017-10-30)</h1>
+    <div id="version-1-2-0-2017-10-30" class="section level1">
+<h1 class="page-header">
+<a href="#version-1-2-0-2017-10-30" class="anchor"></a>Version 1.2.0 (2017-10-30)</h1>
 <ul>
 <li>Bioconductor 3.6 release</li>
 </ul>
-<div class="section level2">
-<h2>Version 1.1.8 (2017-10-13)</h2>
+<div id="version-1-1-8-2017-10-13" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-1-8-2017-10-13" class="anchor"></a>Version 1.1.8 (2017-10-13)</h2>
 <ul>
 <li>Add BASiCS simulation</li>
 <li>Update Splatter citation</li>
 <li>Update Lun2 reference</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 1.1.7 (2017-10-05)</h2>
+<div id="version-1-1-7-2017-10-05" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-1-7-2017-10-05" class="anchor"></a>Version 1.1.7 (2017-10-05)</h2>
 <ul>
 <li>Add PhenoPath simulation</li>
 <li>Add ZINB-WaVE simulation</li>
 <li>Adjust mfaSimulate output</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 1.1.6 (2017-10-02)</h2>
+<div id="version-1-1-6-2017-10-02" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-1-6-2017-10-02" class="anchor"></a>Version 1.1.6 (2017-10-02)</h2>
 <ul>
 <li>Update scDD version</li>
 <li>Add mfa simulation</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 1.1.5 (2017-09-13)</h2>
+<div id="version-1-1-5-2017-09-13" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-1-5-2017-09-13" class="anchor"></a>Version 1.1.5 (2017-09-13)</h2>
 <ul>
 <li>Convert to SingleCellExperiment</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 1.1.4 (2017-08-04)</h2>
+<div id="version-1-1-4-2017-08-04" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-1-4-2017-08-04" class="anchor"></a>Version 1.1.4 (2017-08-04)</h2>
 <ul>
 <li>Fix group factors bug</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 1.1.3 (2017-07-20)</h2>
+<div id="version-1-1-3-2017-07-20" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-1-3-2017-07-20" class="anchor"></a>Version 1.1.3 (2017-07-20)</h2>
 <ul>
 <li>Add verbose option to scDDEstimate</li>
 <li>Change “mean-dropout” to “mean-zeros” in compareSCESets</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 1.1.2 (2017-07-16)</h2>
+<div id="version-1-1-2-2017-07-16" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-1-2-2017-07-16" class="anchor"></a>Version 1.1.2 (2017-07-16)</h2>
 <ul>
 <li>Update summariseDiff</li>
 <li>Update scDDEstimate, now estimates gene types</li>
@@ -255,34 +307,39 @@
 <li>Import SummarizedExperiment to avoid warnings</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 1.1.1 (2017-07-07)</h2>
+<div id="version-1-1-1-2017-07-07" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-1-1-2017-07-07" class="anchor"></a>Version 1.1.1 (2017-07-07)</h2>
 <ul>
 <li>Add batch effects to Splat simulation</li>
 <li>Make Splat group assignment probabilistic</li>
 <li>Update SplatParams with new parameters</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 1.1.0 (2017-07-07)</h2>
+<div id="version-1-1-0-2017-07-07" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-1-0-2017-07-07" class="anchor"></a>Version 1.1.0 (2017-07-07)</h2>
 <ul>
 <li>Bioconductor 3.6 devel</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 1.0.3 (2017-05-26)</h2>
+<div id="version-1-0-3-2017-05-26" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-0-3-2017-05-26" class="anchor"></a>Version 1.0.3 (2017-05-26)</h2>
 <ul>
 <li>Update citation</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 1.0.2 (2017-05-15)</h2>
+<div id="version-1-0-2-2017-05-15" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-0-2-2017-05-15" class="anchor"></a>Version 1.0.2 (2017-05-15)</h2>
 <ul>
 <li>Fix error handling when fitting means</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 1.0.1 (2017-04-28)</h2>
+<div id="version-1-0-1-2017-04-28" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-1-0-1-2017-04-28" class="anchor"></a>Version 1.0.1 (2017-04-28)</h2>
 <ul>
 <li>Fix scales in some difference plots</li>
 <li>Fix colours in difference plots</li>
@@ -290,13 +347,15 @@
 </ul>
 </div>
 </div>
-    <div class="section level1">
-<h1>Version 1.0.0 (2017-04-28)</h1>
+    <div id="version-1-0-0-2017-04-28" class="section level1">
+<h1 class="page-header">
+<a href="#version-1-0-0-2017-04-28" class="anchor"></a>Version 1.0.0 (2017-04-28)</h1>
 <ul>
 <li>Bioconductor 3.5 release</li>
 </ul>
-<div class="section level2">
-<h2>Version 0.99.15 (2017-04-14)</h2>
+<div id="version-0-99-15-2017-04-14" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-99-15-2017-04-14" class="anchor"></a>Version 0.99.15 (2017-04-14)</h2>
 <ul>
 <li>Add summariseDiff function</li>
 <li>Add BPPARAM argument to scDDSimulate</li>
@@ -305,24 +364,27 @@
 <li>Remove estimation of dropout.present</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.99.14 (2017-03-28)</h2>
+<div id="version-0-99-14-2017-03-28" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-99-14-2017-03-28" class="anchor"></a>Version 0.99.14 (2017-03-28)</h2>
 <ul>
 <li>Add functions for making comparison panels</li>
 <li>Add panel section to vignette</li>
 <li>Change variance plot scale (for consistency)</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.99.13 (2017-03-25)</h2>
+<div id="version-0-99-13-2017-03-25" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-99-13-2017-03-25" class="anchor"></a>Version 0.99.13 (2017-03-25)</h2>
 <ul>
 <li>Modify how Lun2Params stores gene paramters to use data.frame</li>
 <li>Move sampling of genes/cells to lun2Simulate</li>
 <li>Return to old Lun2 nGenes estimate</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.99.12 (2017-03-22)</h2>
+<div id="version-0-99-12-2017-03-22" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-99-12-2017-03-22" class="anchor"></a>Version 0.99.12 (2017-03-22)</h2>
 <ul>
 <li>Add diffSCESets function</li>
 <li>Update compareSCESets plots</li>
@@ -331,8 +393,9 @@
 <li>Add infinte bcv.df warning to splatSimulate</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.99.11 (2017-03-20)</h2>
+<div id="version-0-99-11-2017-03-20" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-99-11-2017-03-20" class="anchor"></a>Version 0.99.11 (2017-03-20)</h2>
 <ul>
 <li>Add parallel option to lun2Estimate</li>
 <li>Allow non-integer library sizes in Lun2Params</li>
@@ -340,8 +403,9 @@
 <li>Adjust comparison plots</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.99.10 (2017-03-07)</h2>
+<div id="version-0-99-10-2017-03-07" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-99-10-2017-03-07" class="anchor"></a>Version 0.99.10 (2017-03-07)</h2>
 <ul>
 <li>Improve Splat estimation procedure</li>
 <li>Update default Splat parameters</li>
@@ -349,80 +413,92 @@
 <li>Add MeanZeros plot to compareSCESets</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.99.9 (2017-02-02)</h2>
+<div id="version-0-99-9-2017-02-02" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-99-9-2017-02-02" class="anchor"></a>Version 0.99.9 (2017-02-02)</h2>
 <ul>
 <li>Add addGeneLengths function</li>
 <li>Update scDD reference</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.99.8 (2017-01-23)</h2>
+<div id="version-0-99-8-2017-01-23" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-99-8-2017-01-23" class="anchor"></a>Version 0.99.8 (2017-01-23)</h2>
 <ul>
 <li>Fix bug that meant non-linear path factors weren’t stored in output</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.99.7 (2017-01-10)</h2>
+<div id="version-0-99-7-2017-01-10" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-99-7-2017-01-10" class="anchor"></a>Version 0.99.7 (2017-01-10)</h2>
 <ul>
 <li>Small changes to avoid NOTEs and reduce check time</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.99.6 (2016-12-29)</h2>
+<div id="version-0-99-6-2016-12-29" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-99-6-2016-12-29" class="anchor"></a>Version 0.99.6 (2016-12-29)</h2>
 <ul>
 <li>Add installation to vignette</li>
 <li>Add detail about counts matrix to vignette</li>
 <li>Replace 1:x with seq_len/seq_along</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.99.5 (2016-12-28)</h2>
+<div id="version-0-99-5-2016-12-28" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-99-5-2016-12-28" class="anchor"></a>Version 0.99.5 (2016-12-28)</h2>
 <ul>
 <li>Set R_TESTS environment</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.99.4 (2016-12-23)</h2>
+<div id="version-0-99-4-2016-12-23" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-99-4-2016-12-23" class="anchor"></a>Version 0.99.4 (2016-12-23)</h2>
 <ul>
 <li>Version bump to start build</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.99.3 (2016-12-21)</h2>
+<div id="version-0-99-3-2016-12-21" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-99-3-2016-12-21" class="anchor"></a>Version 0.99.3 (2016-12-21)</h2>
 <ul>
 <li>Fix to match Bioconductor version of scDD</li>
 <li>Add logo to repository</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.99.2 (2016-12-13)</h2>
+<div id="version-0-99-2-2016-12-13" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-99-2-2016-12-13" class="anchor"></a>Version 0.99.2 (2016-12-13)</h2>
 <ul>
 <li>Add rownames, colnames to matrices in splatSimulate, lunSimulate</li>
 <li>Bump R version to 3.4</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.99.1 (2016-12-12)</h2>
+<div id="version-0-99-1-2016-12-12" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-99-1-2016-12-12" class="anchor"></a>Version 0.99.1 (2016-12-12)</h2>
 <ul>
 <li>Address Biocondutor build warnings, notes</li>
 </ul>
 </div>
 </div>
-    <div class="section level1">
-<h1>Version 0.99.0 (2016-12-05)</h1>
+    <div id="version-0-99-0-2016-12-05" class="section level1">
+<h1 class="page-header">
+<a href="#version-0-99-0-2016-12-05" class="anchor"></a>Version 0.99.0 (2016-12-05)</h1>
 <ul>
 <li>Submit to Bioconductor</li>
 </ul>
-<div class="section level2">
-<h2>Version 0.12.1 (2016-11-25)</h2>
+<div id="version-0-12-1-2016-11-25" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-12-1-2016-11-25" class="anchor"></a>Version 0.12.1 (2016-11-25)</h2>
 <ul>
 <li>Fix bug in compareSCESets</li>
 <li>Dataset order is now kept in plots</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.12.0 (2016-10-25)</h2>
+<div id="version-0-12-0-2016-10-25" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-12-0-2016-10-25" class="anchor"></a>Version 0.12.0 (2016-10-25)</h2>
 <ul>
 <li>Add compareSCESets function</li>
 <li>Update vignette</li>
@@ -430,97 +506,110 @@
 <li>Add logo</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.11.1 (2016-11-23)</h2>
+<div id="version-0-11-1-2016-11-23" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-11-1-2016-11-23" class="anchor"></a>Version 0.11.1 (2016-11-23)</h2>
 <ul>
 <li>Fix bug in splatSimulatePaths that caused NAs</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.11.0 (2016-11-22)</h2>
+<div id="version-0-11-0-2016-11-22" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-11-0-2016-11-22" class="anchor"></a>Version 0.11.0 (2016-11-22)</h2>
 <ul>
 <li>Make compatible with Bioconductor 3.4</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.10.1 (2016-10-17)</h2>
+<div id="version-0-10-1-2016-10-17" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-10-1-2016-10-17" class="anchor"></a>Version 0.10.1 (2016-10-17)</h2>
 <ul>
 <li>Fix error for SCESets in lun2Estimate, scDDEstimate</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.10.0 (2016-10-16)</h2>
+<div id="version-0-10-0-2016-10-16" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-10-0-2016-10-16" class="anchor"></a>Version 0.10.0 (2016-10-16)</h2>
 <ul>
 <li>Add listSims function</li>
 <li>Add vignette</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.9.0 (2016-10-15)</h2>
+<div id="version-0-9-0-2016-10-15" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-9-0-2016-10-15" class="anchor"></a>Version 0.9.0 (2016-10-15)</h2>
 <ul>
 <li>Add scDD simulation</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.8.0 (2016-10-15)</h2>
+<div id="version-0-8-0-2016-10-15" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-8-0-2016-10-15" class="anchor"></a>Version 0.8.0 (2016-10-15)</h2>
 <ul>
 <li>Add Lun2 simulation</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.7.0 (2016-10-14)</h2>
+<div id="version-0-7-0-2016-10-14" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-7-0-2016-10-14" class="anchor"></a>Version 0.7.0 (2016-10-14)</h2>
 <ul>
 <li>Redesign how parameters are stored</li>
 <li>Each simulation now has it’s own S4 Params class</li>
 <li>Modify exisiting simulations to use new parameter objects</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.6.0 (2016-10-12)</h2>
+<div id="version-0-6-0-2016-10-12" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-6-0-2016-10-12" class="anchor"></a>Version 0.6.0 (2016-10-12)</h2>
 <ul>
 <li>Add Lun simulation</li>
 <li>Modify splatParams to take Lun parameters</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.5.0 (2016-10-12)</h2>
+<div id="version-0-5-0-2016-10-12" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-5-0-2016-10-12" class="anchor"></a>Version 0.5.0 (2016-10-12)</h2>
 <ul>
 <li>Add simple simulation</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.4.0 (2016-10-12)</h2>
+<div id="version-0-4-0-2016-10-12" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-4-0-2016-10-12" class="anchor"></a>Version 0.4.0 (2016-10-12)</h2>
 <ul>
 <li>Add splatter simulations</li>
 <li>Modify some parts of splatParams and fix bugs</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.3.0 (2016-10-06)</h2>
+<div id="version-0-3-0-2016-10-06" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-3-0-2016-10-06" class="anchor"></a>Version 0.3.0 (2016-10-06)</h2>
 <ul>
 <li>Added parameter estimation functions</li>
 </ul>
 </div>
-<div class="section level2">
-<h2>Version 0.2.0 (2016-10-06)</h2>
+<div id="version-0-2-0-2016-10-06" class="section level2">
+<h2 class="hasAnchor">
+<a href="#version-0-2-0-2016-10-06" class="anchor"></a>Version 0.2.0 (2016-10-06)</h2>
 <ul>
 <li>Added splatParams object</li>
 <li>Added functions for interacting with splatParams</li>
 </ul>
 </div>
 </div>
-    </div>
   </div>
 
   <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
     <div id="tocnav">
       <h2>Contents</h2>
       <ul class="nav nav-pills nav-stacked">
-        <li><a href="#NA">1.5.0</a></li>
-        <li><a href="#NA">1.4.0</a></li>
-        <li><a href="#NA">1.2.0</a></li>
-        <li><a href="#NA">1.0.0</a></li>
-        <li><a href="#NA">0.99.0</a></li>
+        <li><a href="#version-1-5-1-2018-06-12">1.5.1</a></li>
+        <li><a href="#version-1-5-0-2018-05-02">1.5.0</a></li>
+        <li><a href="#version-1-4-1-2018-06-12">1.4.1</a></li>
+        <li><a href="#version-1-4-0-2018-05-02">1.4.0</a></li>
+        <li><a href="#version-1-2-0-2017-10-30">1.2.0</a></li>
+        <li><a href="#version-1-0-0-2017-04-28">1.0.0</a></li>
+        <li><a href="#version-0-99-0-2016-12-05">0.99.0</a></li>
       </ul>
     </div>
   </div>
@@ -539,5 +628,8 @@
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/pkgdown.css b/docs/pkgdown.css
index 209ce57..6ca2f37 100644
--- a/docs/pkgdown.css
+++ b/docs/pkgdown.css
@@ -1,13 +1,32 @@
-/* Sticker footer */
+/* Sticky footer */
+
+/**
+ * Basic idea: https://philipwalton.github.io/solved-by-flexbox/demos/sticky-footer/
+ * Details: https://github.com/philipwalton/solved-by-flexbox/blob/master/assets/css/components/site.css
+ *
+ * .Site -> body > .container
+ * .Site-content -> body > .container .row
+ * .footer -> footer
+ *
+ * Key idea seems to be to ensure that .container and __all its parents__
+ * have height set to 100%
+ *
+ */
+
+html, body {
+  height: 100%;
+}
+
 body > .container {
   display: flex;
-  padding-top: 60px;
-  min-height: calc(100vh);
+  height: 100%;
   flex-direction: column;
+
+  padding-top: 60px;
 }
 
 body > .container .row {
-  flex: 1;
+  flex: 1 0 auto;
 }
 
 footer {
@@ -16,6 +35,7 @@ footer {
   border-top: 1px solid #e5e5e5;
   color: #666;
   display: flex;
+  flex-shrink: 0;
 }
 footer p {
   margin-bottom: 0;
@@ -38,6 +58,12 @@ img {
   max-width: 100%;
 }
 
+/* Typographic tweaking ---------------------------------*/
+
+.contents h1.page-header {
+  margin-top: calc(-60px + 1em);
+}
+
 /* Section anchors ---------------------------------*/
 
 a.anchor {
@@ -68,7 +94,7 @@ a.anchor {
 
 .contents h1, .contents h2, .contents h3, .contents h4 {
   padding-top: 60px;
-  margin-top: -60px;
+  margin-top: -40px;
 }
 
 /* Static header placement on mobile devices */
@@ -100,10 +126,14 @@ a.anchor {
   margin-bottom: 0.5em;
 }
 
+.orcid {
+  height: 16px;
+  vertical-align: middle;
+}
+
 /* Reference index & topics ----------------------------------------------- */
 
 .ref-index th {font-weight: normal;}
-.ref-index h2 {font-size: 20px;}
 
 .ref-index td {vertical-align: top;}
 .ref-index .alias {width: 40%;}
@@ -137,6 +167,12 @@ pre, code {
   color: #333;
 }
 
+pre code {
+  overflow: auto;
+  word-wrap: normal;
+  white-space: pre;
+}
+
 pre .img {
   margin: 5px 0;
 }
@@ -151,6 +187,10 @@ code a, pre a {
   color: #375f84;
 }
 
+a.sourceLine:hover {
+  text-decoration: none;
+}
+
 .fl      {color: #1514b5;}
 .fu      {color: #000000;} /* function */
 .ch,.st  {color: #036a07;} /* string */
@@ -161,3 +201,32 @@ code a, pre a {
 .error   { color: orange;  font-weight: bolder;}
 .warning { color: #6A0366; font-weight: bolder;}
 
+/* Clipboard --------------------------*/
+
+.hasCopyButton {
+  position: relative;
+}
+
+.btn-copy-ex {
+  position: absolute;
+  right: 0;
+  top: 0;
+  visibility: hidden;
+}
+
+.hasCopyButton:hover button.btn-copy-ex {
+  visibility: visible;
+}
+
+/* mark.js ----------------------------*/
+
+mark {
+  background-color: rgba(255, 255, 51, 0.5);
+  border-bottom: 2px solid rgba(255, 153, 51, 0.3);
+  padding: 1px;
+}
+
+/* vertical spacing after htmlwidgets */
+.html-widget {
+  margin-bottom: 10px;
+}
diff --git a/docs/pkgdown.js b/docs/pkgdown.js
index 4b81713..de9bd72 100644
--- a/docs/pkgdown.js
+++ b/docs/pkgdown.js
@@ -1,45 +1,110 @@
-$(function() {
-  $("#sidebar").stick_in_parent({offset_top: 40});
-  $('body').scrollspy({
-    target: '#sidebar',
-    offset: 60
-  });
+/* http://gregfranko.com/blog/jquery-best-practices/ */
+(function($) {
+  $(function() {
+
+    $("#sidebar")
+      .stick_in_parent({offset_top: 40})
+      .on('sticky_kit:bottom', function(e) {
+        $(this).parent().css('position', 'static');
+      })
+      .on('sticky_kit:unbottom', function(e) {
+        $(this).parent().css('position', 'relative');
+      });
+
+    $('body').scrollspy({
+      target: '#sidebar',
+      offset: 60
+    });
 
-  var cur_path = paths(location.pathname);
-  $("#navbar ul li a").each(function(index, value) {
-    if (value.text == "Home")
-      return;
-    if (value.getAttribute("href") === "#")
-      return;
-
-    var path = paths(value.pathname);
-    if (is_prefix(cur_path, path)) {
-      // Add class to parent <li>, and enclosing <li> if in dropdown
-      var menu_anchor = $(value);
+    $('[data-toggle="tooltip"]').tooltip();
+
+    var cur_path = paths(location.pathname);
+    var links = $("#navbar ul li a");
+    var max_length = -1;
+    var pos = -1;
+    for (var i = 0; i < links.length; i++) {
+      if (links[i].getAttribute("href") === "#")
+        continue;
+      var path = paths(links[i].pathname);
+
+      var length = prefix_length(cur_path, path);
+      if (length > max_length) {
+        max_length = length;
+        pos = i;
+      }
+    }
+
+    // Add class to parent <li>, and enclosing <li> if in dropdown
+    if (pos >= 0) {
+      var menu_anchor = $(links[pos]);
       menu_anchor.parent().addClass("active");
       menu_anchor.closest("li.dropdown").addClass("active");
     }
   });
-});
 
-function paths(pathname) {
-  var pieces = pathname.split("/");
-  pieces.shift(); // always starts with /
+  function paths(pathname) {
+    var pieces = pathname.split("/");
+    pieces.shift(); // always starts with /
+
+    var end = pieces[pieces.length - 1];
+    if (end === "index.html" || end === "")
+      pieces.pop();
+    return(pieces);
+  }
+
+  function prefix_length(needle, haystack) {
+    if (needle.length > haystack.length)
+      return(0);
+
+    // Special case for length-0 haystack, since for loop won't run
+    if (haystack.length === 0) {
+      return(needle.length === 0 ? 1 : 0);
+    }
+
+    for (var i = 0; i < haystack.length; i++) {
+      if (needle[i] != haystack[i])
+        return(i);
+    }
 
-  var end = pieces[pieces.length - 1];
-  if (end === "index.html" || end === "")
-    pieces.pop();
-  return(pieces);
-}
+    return(haystack.length);
+  }
 
-function is_prefix(needle, haystack) {
-  if (needle.length > haystack.lengh)
-    return(false);
+  /* Clipboard --------------------------*/
 
-  for (var i = 0; i < haystack.length; i++) {
-    if (needle[i] != haystack[i])
-      return(false);
+  function changeTooltipMessage(element, msg) {
+    var tooltipOriginalTitle=element.getAttribute('data-original-title');
+    element.setAttribute('data-original-title', msg);
+    $(element).tooltip('show');
+    element.setAttribute('data-original-title', tooltipOriginalTitle);
   }
 
-  return(true);
-}
+  if(Clipboard.isSupported()) {
+    $(document).ready(function() {
+      var copyButton = "<button type='button' class='btn btn-primary btn-copy-ex' type = 'submit' title='Copy to clipboard' aria-hidden='true' data-toggle='tooltip' data-placement='left auto' data-trigger='hover' data-clipboard-copy><i class='fa fa-copy' aria-hidden='true'></i></button>";
+
+      $(".examples, div.sourceCode").addClass("hasCopyButton");
+
+      // Insert copy buttons:
+      $(copyButton).prependTo(".hasCopyButton");
+
+      // Initialize tooltips:
+      $('.btn-copy-ex').tooltip({container: 'body'});
+
+      // Initialize clipboard:
+      var clipboardBtnCopies = new Clipboard('[data-clipboard-copy]', {
+        text: function(trigger) {
+          return trigger.parentNode.textContent;
+        }
+      });
+
+      clipboardBtnCopies.on('success', function(e) {
+        changeTooltipMessage(e.trigger, 'Copied!');
+        e.clearSelection();
+      });
+
+      clipboardBtnCopies.on('error', function() {
+        changeTooltipMessage(e.trigger,'Press Ctrl+C or Command+C to copy');
+      });
+    });
+  }
+})(window.jQuery || window.$)
diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml
index 8da9e53..62c46f7 100644
--- a/docs/pkgdown.yml
+++ b/docs/pkgdown.yml
@@ -1,6 +1,9 @@
+pandoc: 2.1.1
+pkgdown: 1.1.0
+pkgdown_sha: ~
+articles:
+  splatter: splatter.html
 urls:
   reference: http://oshlack.github.io/splatter/reference
   article: http://oshlack.github.io/splatter/articles
-articles:
-  splatter: splatter.html
 
diff --git a/docs/reference/BASiCSEstimate.html b/docs/reference/BASiCSEstimate.html
index 0d69930..1969d3d 100644
--- a/docs/reference/BASiCSEstimate.html
+++ b/docs/reference/BASiCSEstimate.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Estimate BASiCS simulation parameters — BASiCSEstimate" />
+
+<meta property="og:description" content="Estimate simulation parameters for the BASiCS simulation from a real dataset." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,15 +112,19 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Estimate BASiCS simulation parameters</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/BASiCS-estimate.R'><code>R/BASiCS-estimate.R</code></a></small>
+    <div class="hidden name"><code>BASiCSEstimate.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Estimate simulation parameters for the BASiCS simulation from a real dataset.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>BASiCSEstimate</span>(<span class='no'>counts</span>, <span class='kw'>spike.info</span> <span class='kw'>=</span> <span class='kw'>NULL</span>, <span class='kw'>batch</span> <span class='kw'>=</span> <span class='kw'>NULL</span>, <span class='kw'>n</span> <span class='kw'>=</span> <span class='fl'>20000</span>,
   <span class='kw'>thin</span> <span class='kw'>=</span> <span class='fl'>10</span>, <span class='kw'>burn</span> <span class='kw'>=</span> <span class='fl'>5000</span>, <span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newBASiCSParams</a></span>(), <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>,
@@ -119,7 +140,7 @@
   <span class='kw'>n</span> <span class='kw'>=</span> <span class='fl'>20000</span>, <span class='kw'>thin</span> <span class='kw'>=</span> <span class='fl'>10</span>, <span class='kw'>burn</span> <span class='kw'>=</span> <span class='fl'>5000</span>, <span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newBASiCSParams</a></span>(),
   <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='kw'>progress</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='no'>...</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -225,5 +246,8 @@ information is provided there must be at least two batches. See
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/BASiCSParams.html b/docs/reference/BASiCSParams.html
index 721e442..ec0bba0 100644
--- a/docs/reference/BASiCSParams.html
+++ b/docs/reference/BASiCSParams.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="The BASiCSParams class — BASiCSParams" />
+
+<meta property="og:description" content="S4 class that holds parameters for the BASiCS simulation." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,15 +112,19 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>The BASiCSParams class</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/AllClasses.R'><code>R/AllClasses.R</code></a></small>
+    <div class="hidden name"><code>BASiCSParams.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>S4 class that holds parameters for the BASiCS simulation.</p>
     
+    </div>
 
         
     <h2 class="hasAnchor" id="parameters"><a class="anchor" href="#parameters"></a>Parameters</h2>
@@ -166,5 +187,8 @@
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/BASiCSSimulate.html b/docs/reference/BASiCSSimulate.html
index 34629d6..33befe8 100644
--- a/docs/reference/BASiCSSimulate.html
+++ b/docs/reference/BASiCSSimulate.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="BASiCS simulation — BASiCSSimulate" />
+
+<meta property="og:description" content="Simulate counts using the BASiCS method." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,19 +112,23 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>BASiCS simulation</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/BASiCS-simulate.R'><code>R/BASiCS-simulate.R</code></a></small>
+    <div class="hidden name"><code>BASiCSSimulate.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Simulate counts using the BASiCS method.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>BASiCSSimulate</span>(<span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newBASiCSParams</a></span>(), <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='no'>...</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -177,5 +198,8 @@ Single-Cell Sequencing data. PLoS Comput. Biol. (2015).</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/Lun2Params.html b/docs/reference/Lun2Params.html
index 87d793c..01f8e11 100644
--- a/docs/reference/Lun2Params.html
+++ b/docs/reference/Lun2Params.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="The Lun2Params class — Lun2Params" />
+
+<meta property="og:description" content="S4 class that holds parameters for the Lun2 simulation." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +112,26 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>The Lun2Params class</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/AllClasses.R'><code>R/AllClasses.R</code></a></small>
+    <div class="hidden name"><code>Lun2Params.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>S4 class that holds parameters for the Lun2 simulation.</p>
     
+    </div>
 
         
     <h2 class="hasAnchor" id="parameters"><a class="anchor" href="#parameters"></a>Parameters</h2>
 
     
-    <p>The Lun2 simulation uses the following parameters:</p><dl class='dl-horizontal'>
+    <p>The Lun2 simulation uses the following parameters:</p>
+<dl class='dl-horizontal'>
     <dt><code>nGenes</code></dt><dd><p>The number of genes to simulate.</p></dd>
     <dt><code>nCells</code></dt><dd><p>The number of cells to simulate.</p></dd>
     <dt><code>[seed]</code></dt><dd><p>Seed to use for generating random numbers.</p></dd>
@@ -172,5 +194,8 @@
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/LunParams.html b/docs/reference/LunParams.html
index c84c8c6..93e67e4 100644
--- a/docs/reference/LunParams.html
+++ b/docs/reference/LunParams.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="The LunParams class — LunParams" />
+
+<meta property="og:description" content="S4 class that holds parameters for the Lun simulation." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +112,26 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>The LunParams class</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/AllClasses.R'><code>R/AllClasses.R</code></a></small>
+    <div class="hidden name"><code>LunParams.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>S4 class that holds parameters for the Lun simulation.</p>
     
+    </div>
 
         
     <h2 class="hasAnchor" id="parameters"><a class="anchor" href="#parameters"></a>Parameters</h2>
 
     
-    <p>The Lun simulation uses the following parameters:</p><dl class='dl-horizontal'>
+    <p>The Lun simulation uses the following parameters:</p>
+<dl class='dl-horizontal'>
     <dt><code>nGenes</code></dt><dd><p>The number of genes to simulate.</p></dd>
     <dt><code>nCells</code></dt><dd><p>The number of cells to simulate.</p></dd>
     <dt><code>[nGroups]</code></dt><dd><p>The number of groups to simulate.</p></dd>
@@ -164,5 +186,8 @@
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/MFAParams.html b/docs/reference/MFAParams.html
index 5e5ac99..af260c4 100644
--- a/docs/reference/MFAParams.html
+++ b/docs/reference/MFAParams.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="The MFAParams class — MFAParams" />
+
+<meta property="og:description" content="S4 class that holds parameters for the mfa simulation." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,15 +112,19 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>The MFAParams class</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/AllClasses.R'><code>R/AllClasses.R</code></a></small>
+    <div class="hidden name"><code>MFAParams.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>S4 class that holds parameters for the mfa simulation.</p>
     
+    </div>
 
         
     <h2 class="hasAnchor" id="parameters"><a class="anchor" href="#parameters"></a>Parameters</h2>
@@ -151,5 +172,8 @@ the mfa simulation see <code><a href='mfaSimulate.html'>mfaSimulate</a></code>.<
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/Params.html b/docs/reference/Params.html
index 6825352..d7b22ca 100644
--- a/docs/reference/Params.html
+++ b/docs/reference/Params.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="The Params virtual class — Params" />
+
+<meta property="og:description" content="Virtual S4 class that all other Params classes inherit from." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +112,26 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>The Params virtual class</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/AllClasses.R'><code>R/AllClasses.R</code></a></small>
+    <div class="hidden name"><code>Params.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Virtual S4 class that all other Params classes inherit from.</p>
     
+    </div>
 
         
     <h2 class="hasAnchor" id="parameters"><a class="anchor" href="#parameters"></a>Parameters</h2>
 
     
-    <p>The Params class defines the following parameters:</p><dl class='dl-horizontal'>
+    <p>The Params class defines the following parameters:</p>
+<dl class='dl-horizontal'>
     <dt><code>nGenes</code></dt><dd><p>The number of genes to simulate.</p></dd>
     <dt><code>nCells</code></dt><dd><p>The number of cells to simulate.</p></dd>
     <dt><code>[seed]</code></dt><dd><p>Seed to use for generating random numbers.</p></dd>
@@ -140,5 +162,8 @@
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/PhenoParams.html b/docs/reference/PhenoParams.html
index 2c75b53..1e81129 100644
--- a/docs/reference/PhenoParams.html
+++ b/docs/reference/PhenoParams.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="The PhenoParams class — PhenoParams" />
+
+<meta property="og:description" content="S4 class that holds parameters for the PhenoPath simulation." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +112,26 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>The PhenoParams class</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/AllClasses.R'><code>R/AllClasses.R</code></a></small>
+    <div class="hidden name"><code>PhenoParams.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>S4 class that holds parameters for the PhenoPath simulation.</p>
     
+    </div>
 
         
     <h2 class="hasAnchor" id="parameters"><a class="anchor" href="#parameters"></a>Parameters</h2>
 
     
-    <p>The PhenoPath simulation uses the following parameters:</p><dl class='dl-horizontal'>
+    <p>The PhenoPath simulation uses the following parameters:</p>
+<dl class='dl-horizontal'>
     <dt><code>nGenes</code></dt><dd><p>The number of genes to simulate.</p></dd>
     <dt><code>nCells</code></dt><dd><p>The number of cells to simulate.</p></dd>
     <dt><code>[seed]</code></dt><dd><p>Seed to use for generating random numbers.</p></dd>
@@ -150,5 +172,8 @@ see <code><a href='phenoSimulate.html'>phenoSimulate</a></code>.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/SCDDParams.html b/docs/reference/SCDDParams.html
index c50fe45..df1c87b 100644
--- a/docs/reference/SCDDParams.html
+++ b/docs/reference/SCDDParams.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="The SCDDParams class — SCDDParams" />
+
+<meta property="og:description" content="S4 class that holds parameters for the scDD simulation." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +112,26 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>The SCDDParams class</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/AllClasses.R'><code>R/AllClasses.R</code></a></small>
+    <div class="hidden name"><code>SCDDParams.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>S4 class that holds parameters for the scDD simulation.</p>
     
+    </div>
 
         
     <h2 class="hasAnchor" id="parameters"><a class="anchor" href="#parameters"></a>Parameters</h2>
 
     
-    <p>The SCDD simulation uses the following parameters:</p><dl class='dl-horizontal'>
+    <p>The SCDD simulation uses the following parameters:</p>
+<dl class='dl-horizontal'>
     <dt><code>nGenes</code></dt><dd><p>The number of genes to simulate (not used).</p></dd>
     <dt><code>nCells</code></dt><dd><p>The number of cells to simulate in each condition.</p></dd>
     <dt><code>[seed]</code></dt><dd><p>Seed to use for generating random numbers.</p></dd>
@@ -157,5 +179,8 @@ the scDD simulation see <code><a href='scDDSimulate.html'>scDDSimulate</a></code
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/SimpleParams.html b/docs/reference/SimpleParams.html
index 7149329..cb3d7dc 100644
--- a/docs/reference/SimpleParams.html
+++ b/docs/reference/SimpleParams.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="The SimpleParams class — SimpleParams" />
+
+<meta property="og:description" content="S4 class that holds parameters for the simple simulation." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +112,26 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>The SimpleParams class</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/AllClasses.R'><code>R/AllClasses.R</code></a></small>
+    <div class="hidden name"><code>SimpleParams.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>S4 class that holds parameters for the simple simulation.</p>
     
+    </div>
 
         
     <h2 class="hasAnchor" id="parameters"><a class="anchor" href="#parameters"></a>Parameters</h2>
 
     
-    <p>The simple simulation uses the following parameters:</p><dl class='dl-horizontal'>
+    <p>The simple simulation uses the following parameters:</p>
+<dl class='dl-horizontal'>
     <dt><code>nGenes</code></dt><dd><p>The number of genes to simulate.</p></dd>
     <dt><code>nCells</code></dt><dd><p>The number of cells to simulate.</p></dd>
     <dt><code>[seed]</code></dt><dd><p>Seed to use for generating random numbers.</p></dd>
@@ -148,5 +170,8 @@ see <code><a href='simpleSimulate.html'>simpleSimulate</a></code>.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/SparseDCParams.html b/docs/reference/SparseDCParams.html
index b106fa1..90bc0db 100644
--- a/docs/reference/SparseDCParams.html
+++ b/docs/reference/SparseDCParams.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="The SparseDCParams class — SparseDCParams" />
+
+<meta property="og:description" content="S4 class that holds parameters for the SparseDC simulation." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +112,26 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>The SparseDCParams class</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/AllClasses.R'><code>R/AllClasses.R</code></a></small>
+    <div class="hidden name"><code>SparseDCParams.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>S4 class that holds parameters for the SparseDC simulation.</p>
     
+    </div>
 
         
     <h2 class="hasAnchor" id="parameters"><a class="anchor" href="#parameters"></a>Parameters</h2>
 
     
-    <p>The SparseDC simulation uses the following parameters:</p><dl class='dl-horizontal'>
+    <p>The SparseDC simulation uses the following parameters:</p>
+<dl class='dl-horizontal'>
     <dt><code>nGenes</code></dt><dd><p>The number of genes to simulate in each condition.</p></dd>
     <dt><code>nCells</code></dt><dd><p>The number of cells to simulate.</p></dd>
     <dt><code>[seed]</code></dt><dd><p>Seed to use for generating random numbers.</p></dd>
@@ -157,5 +179,8 @@ see <code><a href='sparseDCSimulate.html'>sparseDCSimulate</a></code>.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/SplatParams.html b/docs/reference/SplatParams.html
index 1734151..b0799db 100644
--- a/docs/reference/SplatParams.html
+++ b/docs/reference/SplatParams.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="The SplatParams class — SplatParams" />
+
+<meta property="og:description" content="S4 class that holds parameters for the Splatter simulation." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
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-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +112,26 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>The SplatParams class</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/AllClasses.R'><code>R/AllClasses.R</code></a></small>
+    <div class="hidden name"><code>SplatParams.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>S4 class that holds parameters for the Splatter simulation.</p>
     
+    </div>
 
         
     <h2 class="hasAnchor" id="parameters"><a class="anchor" href="#parameters"></a>Parameters</h2>
 
     
-    <p>The Splatter simulation requires the following parameters:</p><dl class='dl-horizontal'>
+    <p>The Splatter simulation requires the following parameters:</p>
+<dl class='dl-horizontal'>
     <dt><code>nGenes</code></dt><dd><p>The number of genes to simulate.</p></dd>
     <dt><code>nCells</code></dt><dd><p>The number of cells to simulate.</p></dd>
     <dt><code>[seed]</code></dt><dd><p>Seed to use for generating random numbers.</p></dd>
@@ -236,5 +258,8 @@ see <code><a href='splatSimulate.html'>splatSimulate</a></code>.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/ZINBParams.html b/docs/reference/ZINBParams.html
index b20caf5..e45994c 100644
--- a/docs/reference/ZINBParams.html
+++ b/docs/reference/ZINBParams.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="The ZINBParams class — ZINBParams" />
+
+<meta property="og:description" content="S4 class that holds parameters for the ZINB-WaVE simulation." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +112,26 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>The ZINBParams class</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/AllClasses.R'><code>R/AllClasses.R</code></a></small>
+    <div class="hidden name"><code>ZINBParams.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>S4 class that holds parameters for the ZINB-WaVE simulation.</p>
     
+    </div>
 
         
     <h2 class="hasAnchor" id="parameters"><a class="anchor" href="#parameters"></a>Parameters</h2>
 
     
-    <p>The ZINB-WaVE simulation uses the following parameters:</p><dl class='dl-horizontal'>
+    <p>The ZINB-WaVE simulation uses the following parameters:</p>
+<dl class='dl-horizontal'>
     <dt><code>nGenes</code></dt><dd><p>The number of genes to simulate.</p></dd>
     <dt><code>nCells</code></dt><dd><p>The number of cells to simulate.</p></dd>
     <dt><code>[seed]</code></dt><dd><p>Seed to use for generating random numbers.</p></dd>
@@ -147,5 +169,8 @@ see <code><a href='zinbSimulate.html'>zinbSimulate</a></code>.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/addFeatureStats.html b/docs/reference/addFeatureStats.html
index 5455a8c..791c43e 100644
--- a/docs/reference/addFeatureStats.html
+++ b/docs/reference/addFeatureStats.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Add feature statistics — addFeatureStats" />
+
+<meta property="og:description" content="Add additional feature statistics to a SingleCellExperiment object" />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,20 +112,24 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Add feature statistics</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/SCE-functions.R'><code>R/SCE-functions.R</code></a></small>
+    <div class="hidden name"><code>addFeatureStats.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Add additional feature statistics to a SingleCellExperiment object</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>addFeatureStats</span>(<span class='no'>sce</span>, <span class='kw'>value</span> <span class='kw'>=</span> <span class='fu'>c</span>(<span class='st'>"counts"</span>, <span class='st'>"cpm"</span>, <span class='st'>"tpm"</span>, <span class='st'>"fpkm"</span>), <span class='kw'>log</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>,
   <span class='kw'>offset</span> <span class='kw'>=</span> <span class='fl'>1</span>, <span class='kw'>no.zeros</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -176,5 +197,8 @@ analysis packages.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/addGeneLengths.html b/docs/reference/addGeneLengths.html
index 592a186..84071b5 100644
--- a/docs/reference/addGeneLengths.html
+++ b/docs/reference/addGeneLengths.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Add gene lengths — addGeneLengths" />
+
+<meta property="og:description" content="Add gene lengths to an SingleCellExperiment object" />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,20 +112,24 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Add gene lengths</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/SCE-functions.R'><code>R/SCE-functions.R</code></a></small>
+    <div class="hidden name"><code>addGeneLengths.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Add gene lengths to an SingleCellExperiment object</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>addGeneLengths</span>(<span class='no'>sce</span>, <span class='kw'>method</span> <span class='kw'>=</span> <span class='fu'>c</span>(<span class='st'>"generate"</span>, <span class='st'>"sample"</span>), <span class='kw'>loc</span> <span class='kw'>=</span> <span class='fl'>7.9</span>,
   <span class='kw'>scale</span> <span class='kw'>=</span> <span class='fl'>0.7</span>, <span class='kw'>lengths</span> <span class='kw'>=</span> <span class='kw'>NULL</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -154,14 +175,14 @@ vector.</p>
     <pre class="examples"><div class='input'><span class='co'># Default generate method</span>
 <span class='no'>sce</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='simpleSimulate.html'>simpleSimulate</a></span>()</div><div class='output co'>#&gt; <span class='message'>Simulating means...</span></div><div class='output co'>#&gt; <span class='message'>Simulating counts...</span></div><div class='output co'>#&gt; <span class='message'>Creating final dataset...</span></div><div class='input'><span class='no'>sce</span> <span class='kw'>&lt;-</span> <span class='fu'>addGeneLengths</span>(<span class='no'>sce</span>)
 <span class='fu'>head</span>(<span class='fu'>rowData</span>(<span class='no'>sce</span>))</div><div class='output co'>#&gt; DataFrame with 6 rows and 3 columns
-#&gt;       Gene             GeneMean    Length
-#&gt;   &lt;factor&gt;            &lt;numeric&gt; &lt;numeric&gt;
-#&gt; 1    Gene1     1.08758043949668      1146
-#&gt; 2    Gene2   0.0748348805693826      2984
-#&gt; 3    Gene3 4.39134549612356e-05      4834
-#&gt; 4    Gene4     2.50529281404367      2495
-#&gt; 5    Gene5     6.13362394694411      3769
-#&gt; 6    Gene6     1.42330674557448      4022</div><div class='input'># Sample method (human coding genes)
+#&gt;       Gene           GeneMean    Length
+#&gt;   &lt;factor&gt;          &lt;numeric&gt; &lt;numeric&gt;
+#&gt; 1    Gene1 0.0900534552218277      1226
+#&gt; 2    Gene2  0.522555935307216      1595
+#&gt; 3    Gene3  0.106387591749603      1829
+#&gt; 4    Gene4 0.0338275734283078      1985
+#&gt; 5    Gene5   2.50286626681109      3068
+#&gt; 6    Gene6   0.01126651860221      1939</div><div class='input'># Sample method (human coding genes)
 </div><span class='co'># NOT RUN {</span>
 <span class='fu'>library</span>(<span class='no'>TxDb.Hsapiens.UCSC.hg19.knownGene</span>)
 <span class='fu'>library</span>(<span class='no'>GenomicFeatures</span>)
@@ -199,5 +220,8 @@ vector.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/bridge.html b/docs/reference/bridge.html
index c92b62b..d34e6e3 100644
--- a/docs/reference/bridge.html
+++ b/docs/reference/bridge.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Brownian bridge — bridge" />
+
+<meta property="og:description" content="Calculate a smoothed Brownian bridge between two points. A Brownian bridge is
+a random walk with fixed end points." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,20 +113,24 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Brownian bridge</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/splat-simulate.R'><code>R/splat-simulate.R</code></a></small>
+    <div class="hidden name"><code>bridge.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Calculate a smoothed Brownian bridge between two points. A Brownian bridge is
 a random walk with fixed end points.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>bridge</span>(<span class='kw'>x</span> <span class='kw'>=</span> <span class='fl'>0</span>, <span class='kw'>y</span> <span class='kw'>=</span> <span class='fl'>0</span>, <span class='kw'>N</span> <span class='kw'>=</span> <span class='fl'>5</span>, <span class='kw'>n</span> <span class='kw'>=</span> <span class='fl'>100</span>, <span class='kw'>sigma.fac</span> <span class='kw'>=</span> <span class='fl'>0.8</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -162,5 +184,8 @@ a random walk with fixed end points.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/compareSCEs.html b/docs/reference/compareSCEs.html
index 5d6fb33..e713e41 100644
--- a/docs/reference/compareSCEs.html
+++ b/docs/reference/compareSCEs.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Compare SingleCellExperiment objects — compareSCEs" />
+
+<meta property="og:description" content="Combine the data from several SingleCellExperiment objects and produce some
+basic plots comparing them." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +113,25 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Compare SingleCellExperiment objects</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/compare.R'><code>R/compare.R</code></a></small>
+    <div class="hidden name"><code>compareSCEs.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Combine the data from several SingleCellExperiment objects and produce some
 basic plots comparing them.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>compareSCEs</span>(<span class='no'>sces</span>, <span class='kw'>point.size</span> <span class='kw'>=</span> <span class='fl'>0.1</span>, <span class='kw'>point.alpha</span> <span class='kw'>=</span> <span class='fl'>0.1</span>, <span class='kw'>fits</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>,
   <span class='kw'>colours</span> <span class='kw'>=</span> <span class='kw'>NULL</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -141,7 +163,8 @@ compare.</p></td>
     
     <h2 class="hasAnchor" id="details"><a class="anchor" href="#details"></a>Details</h2>
 
-    <p>The returned list has three items:</p><dl class='dl-horizontal'>
+    <p>The returned list has three items:</p>
+<dl class='dl-horizontal'>
     <dt><code>FeatureData</code></dt><dd><p>Combined feature data from the provided
     SingleCellExperiments.</p></dd>
     <dt><code>PhenoData</code></dt><dd><p>Combined pheno data from the provided
@@ -170,7 +193,7 @@ using <code><a href='http://www.rdocumentation.org/packages/ggplot2/topics/ggplo
     
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>sim1</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='splatSimulate.html'>splatSimulate</a></span>(<span class='kw'>nGenes</span> <span class='kw'>=</span> <span class='fl'>1000</span>, <span class='kw'>batchCells</span> <span class='kw'>=</span> <span class='fl'>20</span>)</div><div class='output co'>#&gt; <span class='message'>Getting parameters...</span></div><div class='output co'>#&gt; <span class='message'>Creating simulation object...</span></div><div class='output co'>#&gt; <span class='message'>Simulating library sizes...</span></div><div class='output co'>#&gt; <span class='message'>Simulating gene means...</span></div><div class='output co'>#&gt; <span class='message'>Simulating BCV...</span></div><div class='output co'>#&gt; <span class='message'>Simulating counts..</span></div><div class='output co'>#&gt; <span class='message'>Simulating dropout (if needed)...</span></div><div class='output co'>#&gt; <span class='message'>Done!</span></div><div class='input'><span class='no'>sim2</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='simpleSimulate.html'>simpleSimulate</a></span>(<span class='kw'>nGenes</span> <span class='kw'>=</span> <span class='fl'>1000</span>, <span class='kw'>nCells</span> <span class='kw'>=</span> <span class='fl'>20</span>)</div><div class='output co'>#&gt; <span class='message'>Simulating means...</span></div><div class='output co'>#&gt; <span class='message'>Simulating counts...</span></div><div class='output co'>#&gt; <span class='message'>Creating final dataset...</span></div><div class='input'><span class='no'>comparison</span> <span class='kw'>&lt;-</span> <span class='fu'>compareSCEs</span>(<span class='fu'>list</span>(<span class='kw'>Splat</span> <span class='kw'>=</span> <span class='no'>sim1</span>, <span class='kw'>Simple</span> <span class='kw'>=</span> <span class='no'>sim2</span>))</div><div class='output co'>#&gt; <span class='message'>Note that the names of some metrics have changed, see 'Renamed metrics' in ?calculateQCMetrics.</span>
+    <pre class="examples"><div class='input'><span class='no'>sim1</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='splatSimulate.html'>splatSimulate</a></span>(<span class='kw'>nGenes</span> <span class='kw'>=</span> <span class='fl'>1000</span>, <span class='kw'>batchCells</span> <span class='kw'>=</span> <span class='fl'>20</span>)</div><div class='output co'>#&gt; <span class='message'>Getting parameters...</span></div><div class='output co'>#&gt; <span class='message'>Creating simulation object...</span></div><div class='output co'>#&gt; <span class='message'>Simulating library sizes...</span></div><div class='output co'>#&gt; <span class='message'>Simulating gene means...</span></div><div class='output co'>#&gt; <span class='message'>Simulating BCV...</span></div><div class='output co'>#&gt; <span class='message'>Simulating counts...</span></div><div class='output co'>#&gt; <span class='message'>Simulating dropout (if needed)...</span></div><div class='output co'>#&gt; <span class='message'>Done!</span></div><div class='input'><span class='no'>sim2</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='simpleSimulate.html'>simpleSimulate</a></span>(<span class='kw'>nGenes</span> <span class='kw'>=</span> <span class='fl'>1000</span>, <span class='kw'>nCells</span> <span class='kw'>=</span> <span class='fl'>20</span>)</div><div class='output co'>#&gt; <span class='message'>Simulating means...</span></div><div class='output co'>#&gt; <span class='message'>Simulating counts...</span></div><div class='output co'>#&gt; <span class='message'>Creating final dataset...</span></div><div class='input'><span class='no'>comparison</span> <span class='kw'>&lt;-</span> <span class='fu'>compareSCEs</span>(<span class='fu'>list</span>(<span class='kw'>Splat</span> <span class='kw'>=</span> <span class='no'>sim1</span>, <span class='kw'>Simple</span> <span class='kw'>=</span> <span class='no'>sim2</span>))</div><div class='output co'>#&gt; <span class='message'>Note that the names of some metrics have changed, see 'Renamed metrics' in ?calculateQCMetrics.</span>
 #&gt; <span class='message'>Old names are currently maintained for back-compatibility, but may be removed in future releases.</span></div><div class='output co'>#&gt; <span class='message'>Note that the names of some metrics have changed, see 'Renamed metrics' in ?calculateQCMetrics.</span>
 #&gt; <span class='message'>Old names are currently maintained for back-compatibility, but may be removed in future releases.</span></div><div class='input'><span class='fu'>names</span>(<span class='no'>comparison</span>)</div><div class='output co'>#&gt; [1] "FeatureData" "PhenoData"   "Plots"      </div><div class='input'><span class='fu'>names</span>(<span class='no'>comparison</span>$<span class='no'>Plots</span>)</div><div class='output co'>#&gt; [1] "Means"        "Variances"    "MeanVar"      "LibrarySizes" "ZerosGene"   
 #&gt; [6] "ZerosCell"    "MeanZeros"   </div></pre>
@@ -202,5 +225,8 @@ using <code><a href='http://www.rdocumentation.org/packages/ggplot2/topics/ggplo
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/diffSCEs.html b/docs/reference/diffSCEs.html
index 6ee0aef..d316902 100644
--- a/docs/reference/diffSCEs.html
+++ b/docs/reference/diffSCEs.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Diff SingleCellExperiment objects — diffSCEs" />
+
+<meta property="og:description" content="Combine the data from several SingleCellExperiment objects and produce some
+basic plots comparing them to a reference." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +113,25 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Diff SingleCellExperiment objects</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/compare.R'><code>R/compare.R</code></a></small>
+    <div class="hidden name"><code>diffSCEs.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Combine the data from several SingleCellExperiment objects and produce some
 basic plots comparing them to a reference.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>diffSCEs</span>(<span class='no'>sces</span>, <span class='no'>ref</span>, <span class='kw'>point.size</span> <span class='kw'>=</span> <span class='fl'>0.1</span>, <span class='kw'>point.alpha</span> <span class='kw'>=</span> <span class='fl'>0.1</span>, <span class='kw'>fits</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>,
   <span class='kw'>colours</span> <span class='kw'>=</span> <span class='kw'>NULL</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -152,7 +174,8 @@ SingleCellExperiment to have the same dimensions. Properties are compared by
 ranks, for example when comparing the means the values are ordered and the
 differences between the reference and another dataset plotted. A series of
 Q-Q plots are also returned.</p>
-<p>The returned list has five items:</p><dl class='dl-horizontal'>
+<p>The returned list has five items:</p>
+<dl class='dl-horizontal'>
     <dt><code>Reference</code></dt><dd><p>The SingleCellExperiment used as the reference.</p></dd>
     <dt><code>FeatureData</code></dt><dd><p>Combined feature data from the provided
     SingleCellExperiments.</p></dd>
@@ -192,7 +215,7 @@ using <code><a href='http://www.rdocumentation.org/packages/ggplot2/topics/ggplo
     
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>sim1</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='splatSimulate.html'>splatSimulate</a></span>(<span class='kw'>nGenes</span> <span class='kw'>=</span> <span class='fl'>1000</span>, <span class='kw'>batchCells</span> <span class='kw'>=</span> <span class='fl'>20</span>)</div><div class='output co'>#&gt; <span class='message'>Getting parameters...</span></div><div class='output co'>#&gt; <span class='message'>Creating simulation object...</span></div><div class='output co'>#&gt; <span class='message'>Simulating library sizes...</span></div><div class='output co'>#&gt; <span class='message'>Simulating gene means...</span></div><div class='output co'>#&gt; <span class='message'>Simulating BCV...</span></div><div class='output co'>#&gt; <span class='message'>Simulating counts..</span></div><div class='output co'>#&gt; <span class='message'>Simulating dropout (if needed)...</span></div><div class='output co'>#&gt; <span class='message'>Done!</span></div><div class='input'><span class='no'>sim2</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='simpleSimulate.html'>simpleSimulate</a></span>(<span class='kw'>nGenes</span> <span class='kw'>=</span> <span class='fl'>1000</span>, <span class='kw'>nCells</span> <span class='kw'>=</span> <span class='fl'>20</span>)</div><div class='output co'>#&gt; <span class='message'>Simulating means...</span></div><div class='output co'>#&gt; <span class='message'>Simulating counts...</span></div><div class='output co'>#&gt; <span class='message'>Creating final dataset...</span></div><div class='input'><span class='no'>difference</span> <span class='kw'>&lt;-</span> <span class='fu'>diffSCEs</span>(<span class='fu'>list</span>(<span class='kw'>Splat</span> <span class='kw'>=</span> <span class='no'>sim1</span>, <span class='kw'>Simple</span> <span class='kw'>=</span> <span class='no'>sim2</span>), <span class='kw'>ref</span> <span class='kw'>=</span> <span class='st'>"Simple"</span>)</div><div class='output co'>#&gt; <span class='message'>Note that the names of some metrics have changed, see 'Renamed metrics' in ?calculateQCMetrics.</span>
+    <pre class="examples"><div class='input'><span class='no'>sim1</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='splatSimulate.html'>splatSimulate</a></span>(<span class='kw'>nGenes</span> <span class='kw'>=</span> <span class='fl'>1000</span>, <span class='kw'>batchCells</span> <span class='kw'>=</span> <span class='fl'>20</span>)</div><div class='output co'>#&gt; <span class='message'>Getting parameters...</span></div><div class='output co'>#&gt; <span class='message'>Creating simulation object...</span></div><div class='output co'>#&gt; <span class='message'>Simulating library sizes...</span></div><div class='output co'>#&gt; <span class='message'>Simulating gene means...</span></div><div class='output co'>#&gt; <span class='message'>Simulating BCV...</span></div><div class='output co'>#&gt; <span class='message'>Simulating counts...</span></div><div class='output co'>#&gt; <span class='message'>Simulating dropout (if needed)...</span></div><div class='output co'>#&gt; <span class='message'>Done!</span></div><div class='input'><span class='no'>sim2</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='simpleSimulate.html'>simpleSimulate</a></span>(<span class='kw'>nGenes</span> <span class='kw'>=</span> <span class='fl'>1000</span>, <span class='kw'>nCells</span> <span class='kw'>=</span> <span class='fl'>20</span>)</div><div class='output co'>#&gt; <span class='message'>Simulating means...</span></div><div class='output co'>#&gt; <span class='message'>Simulating counts...</span></div><div class='output co'>#&gt; <span class='message'>Creating final dataset...</span></div><div class='input'><span class='no'>difference</span> <span class='kw'>&lt;-</span> <span class='fu'>diffSCEs</span>(<span class='fu'>list</span>(<span class='kw'>Splat</span> <span class='kw'>=</span> <span class='no'>sim1</span>, <span class='kw'>Simple</span> <span class='kw'>=</span> <span class='no'>sim2</span>), <span class='kw'>ref</span> <span class='kw'>=</span> <span class='st'>"Simple"</span>)</div><div class='output co'>#&gt; <span class='message'>Note that the names of some metrics have changed, see 'Renamed metrics' in ?calculateQCMetrics.</span>
 #&gt; <span class='message'>Old names are currently maintained for back-compatibility, but may be removed in future releases.</span></div><div class='output co'>#&gt; <span class='message'>Note that the names of some metrics have changed, see 'Renamed metrics' in ?calculateQCMetrics.</span>
 #&gt; <span class='message'>Old names are currently maintained for back-compatibility, but may be removed in future releases.</span></div><div class='input'><span class='fu'>names</span>(<span class='no'>difference</span>)</div><div class='output co'>#&gt; [1] "Reference"   "FeatureData" "PhenoData"   "Plots"       "QQPlots"    </div><div class='input'><span class='fu'>names</span>(<span class='no'>difference</span>$<span class='no'>Plots</span>)</div><div class='output co'>#&gt; [1] "Means"        "Variances"    "MeanVar"      "LibrarySizes" "ZerosGene"   
 #&gt; [6] "ZerosCell"    "MeanZeros"   </div></pre>
@@ -224,5 +247,8 @@ using <code><a href='http://www.rdocumentation.org/packages/ggplot2/topics/ggplo
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/expandParams.html b/docs/reference/expandParams.html
index d6ee6f7..edcbbc9 100644
--- a/docs/reference/expandParams.html
+++ b/docs/reference/expandParams.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Expand parameters — expandParams" />
+
+<meta property="og:description" content="Expand the parameters that can be vectors so that they are the same length as
+the number of groups." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,16 +113,20 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Expand parameters</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/AllGenerics.R'><code>R/AllGenerics.R</code></a>, <a href='https://github.com/Oshlack/splatter/blob/master/R/BASiCSParams-methods.R'><code>R/BASiCSParams-methods.R</code></a>, <a href='https://github.com/Oshlack/splatter/blob/master/R/LunParams-methods.R'><code>R/LunParams-methods.R</code></a>, and 2 more</small>
+    <div class="hidden name"><code>expandParams.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Expand the parameters that can be vectors so that they are the same length as
 the number of groups.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>expandParams</span>(<span class='no'>object</span>, <span class='no'>...</span>)
 
@@ -117,7 +139,7 @@ the number of groups.</p>
 <span class='co'># S4 method for SplatParams</span>
 <span class='fu'>expandParams</span>(<span class='no'>object</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -159,5 +181,8 @@ the number of groups.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/getLNormFactors.html b/docs/reference/getLNormFactors.html
index c157131..d6fcd64 100644
--- a/docs/reference/getLNormFactors.html
+++ b/docs/reference/getLNormFactors.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Get log-normal factors — getLNormFactors" />
+
+<meta property="og:description" content="Randomly generate multiplication factors from a log-normal distribution." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,19 +112,23 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Get log-normal factors</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/splat-simulate.R'><code>R/splat-simulate.R</code></a></small>
+    <div class="hidden name"><code>getLNormFactors.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Randomly generate multiplication factors from a log-normal distribution.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>getLNormFactors</span>(<span class='no'>n.facs</span>, <span class='no'>sel.prob</span>, <span class='no'>neg.prob</span>, <span class='no'>fac.loc</span>, <span class='no'>fac.scale</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -162,5 +183,8 @@ from 1.</p></td>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/getParam.html b/docs/reference/getParam.html
index c606e86..22ff3ab 100644
--- a/docs/reference/getParam.html
+++ b/docs/reference/getParam.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Get a parameter — getParam" />
+
+<meta property="og:description" content="Accessor function for getting parameter values." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,22 +112,26 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Get a parameter</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/AllGenerics.R'><code>R/AllGenerics.R</code></a>, <a href='https://github.com/Oshlack/splatter/blob/master/R/Params-methods.R'><code>R/Params-methods.R</code></a></small>
+    <div class="hidden name"><code>getParam.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Accessor function for getting parameter values.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>getParam</span>(<span class='no'>object</span>, <span class='no'>name</span>)
 
 <span class='co'># S4 method for Params</span>
 <span class='fu'>getParam</span>(<span class='no'>object</span>, <span class='no'>name</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -158,5 +179,8 @@
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/getParams.html b/docs/reference/getParams.html
index 7a1af59..4916593 100644
--- a/docs/reference/getParams.html
+++ b/docs/reference/getParams.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Get parameters — getParams" />
+
+<meta property="og:description" content="Get multiple parameter values from a Params object." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,19 +112,23 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Get parameters</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/params-functions.R'><code>R/params-functions.R</code></a></small>
+    <div class="hidden name"><code>getParams.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Get multiple parameter values from a Params object.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>getParams</span>(<span class='no'>params</span>, <span class='no'>names</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -162,5 +183,8 @@
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/getPathOrder.html b/docs/reference/getPathOrder.html
index 87b35c8..d31f7fd 100644
--- a/docs/reference/getPathOrder.html
+++ b/docs/reference/getPathOrder.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Get path order — getPathOrder" />
+
+<meta property="og:description" content="Identify the correct order to process paths so that preceding paths have
+already been simulated." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,20 +113,24 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Get path order</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/splat-simulate.R'><code>R/splat-simulate.R</code></a></small>
+    <div class="hidden name"><code>getPathOrder.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Identify the correct order to process paths so that preceding paths have
 already been simulated.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>getPathOrder</span>(<span class='no'>path.from</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -147,5 +169,8 @@ from.</p></td>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/index.html b/docs/reference/index.html
index a561dd4..d1b50f2 100644
--- a/docs/reference/index.html
+++ b/docs/reference/index.html
@@ -18,13 +18,24 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Function reference" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +45,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +68,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +83,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +101,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,500 +109,496 @@
       
       </header>
 
-      <div class="row">
-  <div class="col-md-9">
+<div class="row">
+  <div class="contents col-md-9">
     <div class="page-header">
-      <h1>
-        Reference
-        <small>version&nbsp;1.5.0</small>
-      </h1>
+      <h1>Reference</h1>
     </div>
 
-    <div class="contents">
-      <table class="ref-index">
-
-      <colgroup>
-        <col class="alias" />
-        <col class="title" />
-      </colgroup>
-
-      <tbody>
-        <tr>
-          <th colspan="2">
-            <h2 id="section-parameters" class="hasAnchor"><a href="#section-parameters" class="anchor"></a>Parameters</h2>
-            <p class="section-desc"><p>Parameters functions and classes</p></p>
-          </th>
-        </tr>
-        <tr>
-          <!--  -->
-          <td>
-            <p><code><a href="newParams.html">newBASiCSParams</a></code> <code><a href="newParams.html">newLun2Params</a></code> <code><a href="newParams.html">newLunParams</a></code> <code><a href="newParams.html">newMFAParams</a></code> <code><a href="newParams.html">newPhenoParams</a></code> <code><a href="newParams.html">newSCDDParams</a></code> <code><a href="newParams.html">newSimpleParams</a></code> <code><a href="newParams.html">newSparseDCParams</a></code> <code><a href="newParams.html">newSplatParams</a></code> <code><a href="newParams.html">newZINBParams</a></code> </p>
-          </td>
-          <td><p>New Params</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="getParam.html">getParam</a></code> </p>
-          </td>
-          <td><p>Get a parameter</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="getParams.html">getParams</a></code> </p>
-          </td>
-          <td><p>Get parameters</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="setParam.html">setParam</a></code> </p>
-          </td>
-          <td><p>Set a parameter</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="setParams.html">setParams</a></code> </p>
-          </td>
-          <td><p>Set parameters</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="BASiCSParams.html">BASiCSParams</a></code> </p>
-          </td>
-          <td><p>The BASiCSParams class</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="Lun2Params.html">Lun2Params</a></code> </p>
-          </td>
-          <td><p>The Lun2Params class</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="LunParams.html">LunParams</a></code> </p>
-          </td>
-          <td><p>The LunParams class</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="MFAParams.html">MFAParams</a></code> </p>
-          </td>
-          <td><p>The MFAParams class</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="Params.html">Params</a></code> </p>
-          </td>
-          <td><p>The Params virtual class</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="PhenoParams.html">PhenoParams</a></code> </p>
-          </td>
-          <td><p>The PhenoParams class</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="SCDDParams.html">SCDDParams</a></code> </p>
-          </td>
-          <td><p>The SCDDParams class</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="SimpleParams.html">SimpleParams</a></code> </p>
-          </td>
-          <td><p>The SimpleParams class</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="SplatParams.html">SplatParams</a></code> </p>
-          </td>
-          <td><p>The SplatParams class</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="SparseDCParams.html">SparseDCParams</a></code> </p>
-          </td>
-          <td><p>The SparseDCParams class</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="ZINBParams.html">ZINBParams</a></code> </p>
-          </td>
-          <td><p>The ZINBParams class</p></td>
-        </tr>
-      </tbody><tbody>
-        <tr>
-          <th colspan="2">
-            <h2 id="section-estimation" class="hasAnchor"><a href="#section-estimation" class="anchor"></a>Estimation</h2>
-            <p class="section-desc"><p>Functions for estimating parameters</p></p>
-          </th>
-        </tr>
-        <tr>
-          <!--  -->
-          <td>
-            <p><code><a href="BASiCSEstimate.html">BASiCSEstimate</a></code> </p>
-          </td>
-          <td><p>Estimate BASiCS simulation parameters</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="lun2Estimate.html">lun2Estimate</a></code> </p>
-          </td>
-          <td><p>Estimate Lun2 simulation parameters</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="lunEstimate.html">lunEstimate</a></code> </p>
-          </td>
-          <td><p>Estimate Lun simulation parameters</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="mfaEstimate.html">mfaEstimate</a></code> </p>
-          </td>
-          <td><p>Estimate mfa simulation parameters</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="phenoEstimate.html">phenoEstimate</a></code> </p>
-          </td>
-          <td><p>Estimate PhenoPath simulation parameters</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="scDDEstimate.html">scDDEstimate</a></code> </p>
-          </td>
-          <td><p>Estimate scDD simulation parameters</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="simpleEstimate.html">simpleEstimate</a></code> </p>
-          </td>
-          <td><p>Estimate simple simulation parameters</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="splatEstBCV.html">splatEstBCV</a></code> </p>
-          </td>
-          <td><p>Estimate Splat Biological Coefficient of Variation parameters</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="splatEstDropout.html">splatEstDropout</a></code> </p>
-          </td>
-          <td><p>Estimate Splat dropout parameters</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="splatEstimate.html">splatEstimate</a></code> </p>
-          </td>
-          <td><p>Estimate Splat simulation parameters</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="splatEstLib.html">splatEstLib</a></code> </p>
-          </td>
-          <td><p>Estimate Splat library size parameters</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="splatEstMean.html">splatEstMean</a></code> </p>
-          </td>
-          <td><p>Estimate Splat mean parameters</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="splatEstOutlier.html">splatEstOutlier</a></code> </p>
-          </td>
-          <td><p>Estimate Splat expression outlier parameters</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="sparseDCEstimate.html">sparseDCEstimate</a></code> </p>
-          </td>
-          <td><p>Estimate SparseDC simulation parameters</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="zinbEstimate.html">zinbEstimate</a></code> </p>
-          </td>
-          <td><p>Estimate ZINB-WaVE simulation parameters</p></td>
-        </tr>
-      </tbody><tbody>
-        <tr>
-          <th colspan="2">
-            <h2 id="section-simulation" class="hasAnchor"><a href="#section-simulation" class="anchor"></a>Simulation</h2>
-            <p class="section-desc"><p>Functions for simulating datasets</p></p>
-          </th>
-        </tr>
-        <tr>
-          <!--  -->
-          <td>
-            <p><code><a href="BASiCSSimulate.html">BASiCSSimulate</a></code> </p>
-          </td>
-          <td><p>BASiCS simulation</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="lun2Simulate.html">lun2Simulate</a></code> </p>
-          </td>
-          <td><p>Lun2 simulation</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="lunSimulate.html">lunSimulate</a></code> </p>
-          </td>
-          <td><p>Lun simulation</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="mfaSimulate.html">mfaSimulate</a></code> </p>
-          </td>
-          <td><p>MFA simulation</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="phenoSimulate.html">phenoSimulate</a></code> </p>
-          </td>
-          <td><p>PhenoPath simulation</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="scDDSimulate.html">scDDSimulate</a></code> </p>
-          </td>
-          <td><p>scDD simulation</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="simpleSimulate.html">simpleSimulate</a></code> </p>
-          </td>
-          <td><p>Simple simulation</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="splatSimBatchCellMeans.html">splatSimBatchCellMeans</a></code> </p>
-          </td>
-          <td><p>Simulate batch means</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="splatSimBatchEffects.html">splatSimBatchEffects</a></code> </p>
-          </td>
-          <td><p>Simulate batch effects</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="splatSimBCVMeans.html">splatSimBCVMeans</a></code> </p>
-          </td>
-          <td><p>Simulate BCV means</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="splatSimCellMeans.html">splatSimSingleCellMeans</a></code> <code><a href="splatSimCellMeans.html">splatSimGroupCellMeans</a></code> <code><a href="splatSimCellMeans.html">splatSimPathCellMeans</a></code> </p>
-          </td>
-          <td><p>Simulate cell means</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="splatSimDE.html">splatSimGroupDE</a></code> <code><a href="splatSimDE.html">splatSimPathDE</a></code> </p>
-          </td>
-          <td><p>Simulate group differential expression</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="splatSimDropout.html">splatSimDropout</a></code> </p>
-          </td>
-          <td><p>Simulate dropout</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="splatSimGeneMeans.html">splatSimGeneMeans</a></code> </p>
-          </td>
-          <td><p>Simulate gene means</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="splatSimLibSizes.html">splatSimLibSizes</a></code> </p>
-          </td>
-          <td><p>Simulate library sizes</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="splatSimTrueCounts.html">splatSimTrueCounts</a></code> </p>
-          </td>
-          <td><p>Simulate true counts</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="splatSimulate.html">splatSimulate</a></code> <code><a href="splatSimulate.html">splatSimulateSingle</a></code> <code><a href="splatSimulate.html">splatSimulateGroups</a></code> <code><a href="splatSimulate.html">splatSimulatePaths</a></code> </p>
-          </td>
-          <td><p>Splat simulation</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="sparseDCSimulate.html">sparseDCSimulate</a></code> </p>
-          </td>
-          <td><p>SparseDC simulation</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="zinbSimulate.html">zinbSimulate</a></code> </p>
-          </td>
-          <td><p>ZINB-WaVE simulation</p></td>
-        </tr>
-      </tbody><tbody>
-        <tr>
-          <th colspan="2">
-            <h2 id="section-comparison-functions" class="hasAnchor"><a href="#section-comparison-functions" class="anchor"></a>Comparison functions</h2>
-            <p class="section-desc"><p>Functions for comparing datasets</p></p>
-          </th>
-        </tr>
-        <tr>
-          <!--  -->
-          <td>
-            <p><code><a href="compareSCEs.html">compareSCEs</a></code> </p>
-          </td>
-          <td><p>Compare SingleCellExperiment objects</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="diffSCEs.html">diffSCEs</a></code> </p>
-          </td>
-          <td><p>Diff SingleCellExperiment objects</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="makeCompPanel.html">makeCompPanel</a></code> </p>
-          </td>
-          <td><p>Make comparison panel</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="makeDiffPanel.html">makeDiffPanel</a></code> </p>
-          </td>
-          <td><p>Make difference panel</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="makeOverallPanel.html">makeOverallPanel</a></code> </p>
-          </td>
-          <td><p>Make overall panel</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="summariseDiff.html">summariseDiff</a></code> </p>
-          </td>
-          <td><p>Summarise diffSCESs</p></td>
-        </tr>
-      </tbody><tbody>
-        <tr>
-          <th colspan="2">
-            <h2 id="section-other-exported-functions" class="hasAnchor"><a href="#section-other-exported-functions" class="anchor"></a>Other exported functions</h2>
-            <p class="section-desc"><p>Additional functions exported by Splatter</p></p>
-          </th>
-        </tr>
-        <tr>
-          <!--  -->
-          <td>
-            <p><code><a href="addFeatureStats.html">addFeatureStats</a></code> </p>
-          </td>
-          <td><p>Add feature statistics</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="addGeneLengths.html">addGeneLengths</a></code> </p>
-          </td>
-          <td><p>Add gene lengths</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="listSims.html">listSims</a></code> </p>
-          </td>
-          <td><p>List simulations</p></td>
-        </tr>
-      </tbody><tbody>
-        <tr>
-          <th colspan="2">
-            <h2 id="section-internals" class="hasAnchor"><a href="#section-internals" class="anchor"></a>Internals</h2>
-            <p class="section-desc"><p>Internal functions and helpers</p></p>
-          </th>
-        </tr>
-        <tr>
-          <!--  -->
-          <td>
-            <p><code><a href="bridge.html">bridge</a></code> </p>
-          </td>
-          <td><p>Brownian bridge</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="expandParams.html">expandParams</a></code> </p>
-          </td>
-          <td><p>Expand parameters</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="getLNormFactors.html">getLNormFactors</a></code> </p>
-          </td>
-          <td><p>Get log-normal factors</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="getPathOrder.html">getPathOrder</a></code> </p>
-          </td>
-          <td><p>Get path order</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="logistic.html">logistic</a></code> </p>
-          </td>
-          <td><p>Logistic function</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="rbindMatched.html">rbindMatched</a></code> </p>
-          </td>
-          <td><p>Bind rows (matched)</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="setParamsUnchecked.html">setParamsUnchecked</a></code> </p>
-          </td>
-          <td><p>Set parameters UNCHECKED</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="setParamUnchecked.html">setParamUnchecked</a></code> </p>
-          </td>
-          <td><p>Set a parameter UNCHECKED</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="showDFs.html">showDFs</a></code> </p>
-          </td>
-          <td><p>Show data.frame</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="showPP.html">showPP</a></code> </p>
-          </td>
-          <td><p>Show pretty print</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="showValues.html">showValues</a></code> </p>
-          </td>
-          <td><p>Show vales</p></td>
-        </tr><tr>
-          <!--  -->
-          <td>
-            <p><code><a href="winsorize.html">winsorize</a></code> </p>
-          </td>
-          <td><p>Winsorize vector</p></td>
-        </tr>
-      </tbody>
-      </table>
-    </div>
+    <table class="ref-index">
+
+    <colgroup>
+      
+      <col class="alias" />
+      <col class="title" />
+    </colgroup>
+
+    <tbody>
+      <tr>
+        <th colspan="2">
+          <h2 id="section-parameters" class="hasAnchor"><a href="#section-parameters" class="anchor"></a>Parameters</h2>
+          <p class="section-desc"><p>Parameters functions and classes</p></p>
+        </th>
+      </tr>
+      <tr>
+        
+        <td>
+          <p><code><a href="newParams.html">newBASiCSParams()</a></code> <code><a href="newParams.html">newLun2Params()</a></code> <code><a href="newParams.html">newLunParams()</a></code> <code><a href="newParams.html">newMFAParams()</a></code> <code><a href="newParams.html">newPhenoParams()</a></code> <code><a href="newParams.html">newSCDDParams()</a></code> <code><a href="newParams.html">newSimpleParams()</a></code> <code><a href="newParams.html">newSparseDCParams()</a></code> <code><a href="newParams.html">newSplatParams()</a></code> <code><a href="newParams.html">newZINBParams()</a></code> </p>
+        </td>
+        <td><p>New Params</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="getParam.html">getParam()</a></code> </p>
+        </td>
+        <td><p>Get a parameter</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="getParams.html">getParams()</a></code> </p>
+        </td>
+        <td><p>Get parameters</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="setParam.html">setParam()</a></code> </p>
+        </td>
+        <td><p>Set a parameter</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="setParams.html">setParams()</a></code> </p>
+        </td>
+        <td><p>Set parameters</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="BASiCSParams.html">BASiCSParams</a></code> </p>
+        </td>
+        <td><p>The BASiCSParams class</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="Lun2Params.html">Lun2Params</a></code> </p>
+        </td>
+        <td><p>The Lun2Params class</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="LunParams.html">LunParams</a></code> </p>
+        </td>
+        <td><p>The LunParams class</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="MFAParams.html">MFAParams</a></code> </p>
+        </td>
+        <td><p>The MFAParams class</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="Params.html">Params</a></code> </p>
+        </td>
+        <td><p>The Params virtual class</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="PhenoParams.html">PhenoParams</a></code> </p>
+        </td>
+        <td><p>The PhenoParams class</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="SCDDParams.html">SCDDParams</a></code> </p>
+        </td>
+        <td><p>The SCDDParams class</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="SimpleParams.html">SimpleParams</a></code> </p>
+        </td>
+        <td><p>The SimpleParams class</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="SplatParams.html">SplatParams</a></code> </p>
+        </td>
+        <td><p>The SplatParams class</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="SparseDCParams.html">SparseDCParams</a></code> </p>
+        </td>
+        <td><p>The SparseDCParams class</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="ZINBParams.html">ZINBParams</a></code> </p>
+        </td>
+        <td><p>The ZINBParams class</p></td>
+      </tr>
+    </tbody><tbody>
+      <tr>
+        <th colspan="2">
+          <h2 id="section-estimation" class="hasAnchor"><a href="#section-estimation" class="anchor"></a>Estimation</h2>
+          <p class="section-desc"><p>Functions for estimating parameters</p></p>
+        </th>
+      </tr>
+      <tr>
+        
+        <td>
+          <p><code><a href="BASiCSEstimate.html">BASiCSEstimate()</a></code> </p>
+        </td>
+        <td><p>Estimate BASiCS simulation parameters</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="lun2Estimate.html">lun2Estimate()</a></code> </p>
+        </td>
+        <td><p>Estimate Lun2 simulation parameters</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="lunEstimate.html">lunEstimate()</a></code> </p>
+        </td>
+        <td><p>Estimate Lun simulation parameters</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="mfaEstimate.html">mfaEstimate()</a></code> </p>
+        </td>
+        <td><p>Estimate mfa simulation parameters</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="phenoEstimate.html">phenoEstimate()</a></code> </p>
+        </td>
+        <td><p>Estimate PhenoPath simulation parameters</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="scDDEstimate.html">scDDEstimate()</a></code> </p>
+        </td>
+        <td><p>Estimate scDD simulation parameters</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="simpleEstimate.html">simpleEstimate()</a></code> </p>
+        </td>
+        <td><p>Estimate simple simulation parameters</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="splatEstBCV.html">splatEstBCV()</a></code> </p>
+        </td>
+        <td><p>Estimate Splat Biological Coefficient of Variation parameters</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="splatEstDropout.html">splatEstDropout()</a></code> </p>
+        </td>
+        <td><p>Estimate Splat dropout parameters</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="splatEstimate.html">splatEstimate()</a></code> </p>
+        </td>
+        <td><p>Estimate Splat simulation parameters</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="splatEstLib.html">splatEstLib()</a></code> </p>
+        </td>
+        <td><p>Estimate Splat library size parameters</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="splatEstMean.html">splatEstMean()</a></code> </p>
+        </td>
+        <td><p>Estimate Splat mean parameters</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="splatEstOutlier.html">splatEstOutlier()</a></code> </p>
+        </td>
+        <td><p>Estimate Splat expression outlier parameters</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="sparseDCEstimate.html">sparseDCEstimate()</a></code> </p>
+        </td>
+        <td><p>Estimate SparseDC simulation parameters</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="zinbEstimate.html">zinbEstimate()</a></code> </p>
+        </td>
+        <td><p>Estimate ZINB-WaVE simulation parameters</p></td>
+      </tr>
+    </tbody><tbody>
+      <tr>
+        <th colspan="2">
+          <h2 id="section-simulation" class="hasAnchor"><a href="#section-simulation" class="anchor"></a>Simulation</h2>
+          <p class="section-desc"><p>Functions for simulating datasets</p></p>
+        </th>
+      </tr>
+      <tr>
+        
+        <td>
+          <p><code><a href="BASiCSSimulate.html">BASiCSSimulate()</a></code> </p>
+        </td>
+        <td><p>BASiCS simulation</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="lun2Simulate.html">lun2Simulate()</a></code> </p>
+        </td>
+        <td><p>Lun2 simulation</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="lunSimulate.html">lunSimulate()</a></code> </p>
+        </td>
+        <td><p>Lun simulation</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="mfaSimulate.html">mfaSimulate()</a></code> </p>
+        </td>
+        <td><p>MFA simulation</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="phenoSimulate.html">phenoSimulate()</a></code> </p>
+        </td>
+        <td><p>PhenoPath simulation</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="scDDSimulate.html">scDDSimulate()</a></code> </p>
+        </td>
+        <td><p>scDD simulation</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="simpleSimulate.html">simpleSimulate()</a></code> </p>
+        </td>
+        <td><p>Simple simulation</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="splatSimBatchCellMeans.html">splatSimBatchCellMeans()</a></code> </p>
+        </td>
+        <td><p>Simulate batch means</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="splatSimBatchEffects.html">splatSimBatchEffects()</a></code> </p>
+        </td>
+        <td><p>Simulate batch effects</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="splatSimBCVMeans.html">splatSimBCVMeans()</a></code> </p>
+        </td>
+        <td><p>Simulate BCV means</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="splatSimCellMeans.html">splatSimSingleCellMeans()</a></code> <code><a href="splatSimCellMeans.html">splatSimGroupCellMeans()</a></code> <code><a href="splatSimCellMeans.html">splatSimPathCellMeans()</a></code> </p>
+        </td>
+        <td><p>Simulate cell means</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="splatSimDE.html">splatSimGroupDE()</a></code> <code><a href="splatSimDE.html">splatSimPathDE()</a></code> </p>
+        </td>
+        <td><p>Simulate group differential expression</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="splatSimDropout.html">splatSimDropout()</a></code> </p>
+        </td>
+        <td><p>Simulate dropout</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="splatSimGeneMeans.html">splatSimGeneMeans()</a></code> </p>
+        </td>
+        <td><p>Simulate gene means</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="splatSimLibSizes.html">splatSimLibSizes()</a></code> </p>
+        </td>
+        <td><p>Simulate library sizes</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="splatSimTrueCounts.html">splatSimTrueCounts()</a></code> </p>
+        </td>
+        <td><p>Simulate true counts</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="splatSimulate.html">splatSimulate()</a></code> <code><a href="splatSimulate.html">splatSimulateSingle()</a></code> <code><a href="splatSimulate.html">splatSimulateGroups()</a></code> <code><a href="splatSimulate.html">splatSimulatePaths()</a></code> </p>
+        </td>
+        <td><p>Splat simulation</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="sparseDCSimulate.html">sparseDCSimulate()</a></code> </p>
+        </td>
+        <td><p>SparseDC simulation</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="zinbSimulate.html">zinbSimulate()</a></code> </p>
+        </td>
+        <td><p>ZINB-WaVE simulation</p></td>
+      </tr>
+    </tbody><tbody>
+      <tr>
+        <th colspan="2">
+          <h2 id="section-comparison-functions" class="hasAnchor"><a href="#section-comparison-functions" class="anchor"></a>Comparison functions</h2>
+          <p class="section-desc"><p>Functions for comparing datasets</p></p>
+        </th>
+      </tr>
+      <tr>
+        
+        <td>
+          <p><code><a href="compareSCEs.html">compareSCEs()</a></code> </p>
+        </td>
+        <td><p>Compare SingleCellExperiment objects</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="diffSCEs.html">diffSCEs()</a></code> </p>
+        </td>
+        <td><p>Diff SingleCellExperiment objects</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="makeCompPanel.html">makeCompPanel()</a></code> </p>
+        </td>
+        <td><p>Make comparison panel</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="makeDiffPanel.html">makeDiffPanel()</a></code> </p>
+        </td>
+        <td><p>Make difference panel</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="makeOverallPanel.html">makeOverallPanel()</a></code> </p>
+        </td>
+        <td><p>Make overall panel</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="summariseDiff.html">summariseDiff()</a></code> </p>
+        </td>
+        <td><p>Summarise diffSCESs</p></td>
+      </tr>
+    </tbody><tbody>
+      <tr>
+        <th colspan="2">
+          <h2 id="section-other-exported-functions" class="hasAnchor"><a href="#section-other-exported-functions" class="anchor"></a>Other exported functions</h2>
+          <p class="section-desc"><p>Additional functions exported by Splatter</p></p>
+        </th>
+      </tr>
+      <tr>
+        
+        <td>
+          <p><code><a href="addFeatureStats.html">addFeatureStats()</a></code> </p>
+        </td>
+        <td><p>Add feature statistics</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="addGeneLengths.html">addGeneLengths()</a></code> </p>
+        </td>
+        <td><p>Add gene lengths</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="listSims.html">listSims()</a></code> </p>
+        </td>
+        <td><p>List simulations</p></td>
+      </tr>
+    </tbody><tbody>
+      <tr>
+        <th colspan="2">
+          <h2 id="section-internals" class="hasAnchor"><a href="#section-internals" class="anchor"></a>Internals</h2>
+          <p class="section-desc"><p>Internal functions and helpers</p></p>
+        </th>
+      </tr>
+      <tr>
+        
+        <td>
+          <p><code><a href="bridge.html">bridge()</a></code> </p>
+        </td>
+        <td><p>Brownian bridge</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="expandParams.html">expandParams()</a></code> </p>
+        </td>
+        <td><p>Expand parameters</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="getLNormFactors.html">getLNormFactors()</a></code> </p>
+        </td>
+        <td><p>Get log-normal factors</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="getPathOrder.html">getPathOrder()</a></code> </p>
+        </td>
+        <td><p>Get path order</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="logistic.html">logistic()</a></code> </p>
+        </td>
+        <td><p>Logistic function</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="rbindMatched.html">rbindMatched()</a></code> </p>
+        </td>
+        <td><p>Bind rows (matched)</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="setParamsUnchecked.html">setParamsUnchecked()</a></code> </p>
+        </td>
+        <td><p>Set parameters UNCHECKED</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="setParamUnchecked.html">setParamUnchecked()</a></code> </p>
+        </td>
+        <td><p>Set a parameter UNCHECKED</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="showDFs.html">showDFs()</a></code> </p>
+        </td>
+        <td><p>Show data.frame</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="showPP.html">showPP()</a></code> </p>
+        </td>
+        <td><p>Show pretty print</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="showValues.html">showValues()</a></code> </p>
+        </td>
+        <td><p>Show vales</p></td>
+      </tr><tr>
+        
+        <td>
+          <p><code><a href="winsorize.html">winsorize()</a></code> </p>
+        </td>
+        <td><p>Winsorize vector</p></td>
+      </tr>
+    </tbody>
+    </table>
   </div>
 
   <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
@@ -616,5 +626,8 @@
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/listSims.html b/docs/reference/listSims.html
index df9e49e..f3c630f 100644
--- a/docs/reference/listSims.html
+++ b/docs/reference/listSims.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="List simulations — listSims" />
+
+<meta property="og:description" content="List all the simulations that are currently available in Splatter with a
+brief description." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,20 +113,24 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>List simulations</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/listSims.R'><code>R/listSims.R</code></a></small>
+    <div class="hidden name"><code>listSims.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>List all the simulations that are currently available in Splatter with a
 brief description.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>listSims</span>(<span class='kw'>print</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -204,5 +226,8 @@ displayed.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/logistic.html b/docs/reference/logistic.html
index c599ed5..b14362b 100644
--- a/docs/reference/logistic.html
+++ b/docs/reference/logistic.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Logistic function — logistic" />
+
+<meta property="og:description" content="Implementation of the logistic function" />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,19 +112,23 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Logistic function</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/utils.R'><code>R/utils.R</code></a></small>
+    <div class="hidden name"><code>logistic.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Implementation of the logistic function</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>logistic</span>(<span class='no'>x</span>, <span class='no'>x0</span>, <span class='no'>k</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -153,5 +174,8 @@
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/lun2Estimate.html b/docs/reference/lun2Estimate.html
index 0e3a985..2bb05d4 100644
--- a/docs/reference/lun2Estimate.html
+++ b/docs/reference/lun2Estimate.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Estimate Lun2 simulation parameters — lun2Estimate" />
+
+<meta property="og:description" content="Estimate simulation parameters for the Lun2 simulation from a real dataset." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,15 +112,19 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Estimate Lun2 simulation parameters</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/lun2-estimate.R'><code>R/lun2-estimate.R</code></a></small>
+    <div class="hidden name"><code>lun2Estimate.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Estimate simulation parameters for the Lun2 simulation from a real dataset.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>lun2Estimate</span>(<span class='no'>counts</span>, <span class='no'>plates</span>, <span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newLun2Params</a></span>(), <span class='kw'>min.size</span> <span class='kw'>=</span> <span class='fl'>200</span>,
   <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='kw'>BPPARAM</span> <span class='kw'>=</span> <span class='fu'>SerialParam</span>())
@@ -117,7 +138,7 @@
 <span class='fu'>lun2Estimate</span>(<span class='no'>counts</span>, <span class='no'>plates</span>, <span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newLun2Params</a></span>(),
   <span class='kw'>min.size</span> <span class='kw'>=</span> <span class='fl'>200</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='kw'>BPPARAM</span> <span class='kw'>=</span> <span class='fu'>SerialParam</span>())</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -198,5 +219,8 @@ single core.</p></td>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/lun2Simulate.html b/docs/reference/lun2Simulate.html
index 5efaca2..df17cc4 100644
--- a/docs/reference/lun2Simulate.html
+++ b/docs/reference/lun2Simulate.html
@@ -18,13 +18,29 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Lun2 simulation — lun2Simulate" />
+
+<meta property="og:description" content="Simulate single-cell RNA-seq count data using the method described in Lun
+and Marioni &quot;Overcoming confounding plate effects in differential expression
+analyses of single-cell RNA-seq data&quot;." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +50,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +73,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +88,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +106,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +114,25 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Lun2 simulation</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/lun2-simulate.R'><code>R/lun2-simulate.R</code></a></small>
+    <div class="hidden name"><code>lun2Simulate.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Simulate single-cell RNA-seq count data using the method described in Lun
 and Marioni "Overcoming confounding plate effects in differential expression
 analyses of single-cell RNA-seq data".</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>lun2Simulate</span>(<span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newLun2Params</a></span>(), <span class='kw'>zinb</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='no'>...</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -191,5 +214,8 @@ expression analyses of single-cell RNA-seq data. Biostatistics (2017).</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/lunEstimate.html b/docs/reference/lunEstimate.html
index 576cfe2..4b72cc2 100644
--- a/docs/reference/lunEstimate.html
+++ b/docs/reference/lunEstimate.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Estimate Lun simulation parameters — lunEstimate" />
+
+<meta property="og:description" content="Estimate simulation parameters for the Lun simulation from a real dataset." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,15 +112,19 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Estimate Lun simulation parameters</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/lun-estimate.R'><code>R/lun-estimate.R</code></a></small>
+    <div class="hidden name"><code>lunEstimate.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Estimate simulation parameters for the Lun simulation from a real dataset.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>lunEstimate</span>(<span class='no'>counts</span>, <span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newLunParams</a></span>())
 
@@ -113,7 +134,7 @@
 <span class='co'># S3 method for matrix</span>
 <span class='fu'>lunEstimate</span>(<span class='no'>counts</span>, <span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newLunParams</a></span>())</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -140,8 +161,15 @@ for more details on the parameters.</p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
     <pre class="examples"><div class='input'><span class='co'># Load example data</span>
-<span class='fu'>library</span>(<span class='no'>scater</span>)
-<span class='fu'>data</span>(<span class='st'>"sc_example_counts"</span>)
+<span class='fu'>library</span>(<span class='no'>scater</span>)</div><div class='output co'>#&gt; <span class='message'>Loading required package: ggplot2</span></div><div class='output co'>#&gt; <span class='message'></span>
+#&gt; <span class='message'>Attaching package: ‘ggplot2’</span></div><div class='output co'>#&gt; <span class='message'>The following object is masked from ‘package:Biobase’:</span>
+#&gt; <span class='message'></span>
+#&gt; <span class='message'>    exprs</span></div><div class='output co'>#&gt; <span class='message'></span>
+#&gt; <span class='message'>Attaching package: ‘scater’</span></div><div class='output co'>#&gt; <span class='message'>The following object is masked from ‘package:S4Vectors’:</span>
+#&gt; <span class='message'></span>
+#&gt; <span class='message'>    rename</span></div><div class='output co'>#&gt; <span class='message'>The following object is masked from ‘package:stats’:</span>
+#&gt; <span class='message'></span>
+#&gt; <span class='message'>    filter</span></div><div class='input'><span class='fu'>data</span>(<span class='st'>"sc_example_counts"</span>)
 
 <span class='no'>params</span> <span class='kw'>&lt;-</span> <span class='fu'>lunEstimate</span>(<span class='no'>sc_example_counts</span>)
 <span class='no'>params</span></div><div class='output co'>#&gt; A Params object of class LunParams 
@@ -149,7 +177,7 @@ for more details on the parameters.</p>
 #&gt; 
 #&gt; Global: 
 #&gt; (GENES)  (CELLS)   [Seed] 
-#&gt;    2000       40   171612 
+#&gt;    2000       40   298655 
 #&gt; 
 #&gt; 9 additional parameters 
 #&gt; 
@@ -197,5 +225,8 @@ for more details on the parameters.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/lunSimulate.html b/docs/reference/lunSimulate.html
index 84ca3de..f3bc17c 100644
--- a/docs/reference/lunSimulate.html
+++ b/docs/reference/lunSimulate.html
@@ -18,13 +18,29 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Lun simulation — lunSimulate" />
+
+<meta property="og:description" content="Simulate single-cell RNA-seq count data using the method described in Lun,
+Bach and Marioni &quot;Pooling across cells to normalize single-cell RNA
+sequencing data with many zero counts&quot;." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +50,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +73,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +88,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +106,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +114,25 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Lun simulation</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/lun-simulate.R'><code>R/lun-simulate.R</code></a></small>
+    <div class="hidden name"><code>lunSimulate.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Simulate single-cell RNA-seq count data using the method described in Lun,
 Bach and Marioni "Pooling across cells to normalize single-cell RNA
 sequencing data with many zero counts".</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>lunSimulate</span>(<span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newLunParams</a></span>(), <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='no'>...</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -183,5 +206,8 @@ RNA sequencing data with many zero counts. Genome Biology (2016).</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/makeCompPanel.html b/docs/reference/makeCompPanel.html
index b0184c3..477caa4 100644
--- a/docs/reference/makeCompPanel.html
+++ b/docs/reference/makeCompPanel.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Make comparison panel — makeCompPanel" />
+
+<meta property="og:description" content="Combine the plots from compareSCEs into a single panel." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +112,25 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Make comparison panel</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/compare.R'><code>R/compare.R</code></a></small>
+    <div class="hidden name"><code>makeCompPanel.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Combine the plots from <code>compareSCEs</code> into a single panel.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>makeCompPanel</span>(<span class='no'>comp</span>, <span class='kw'>title</span> <span class='kw'>=</span> <span class='st'>"Comparison"</span>, <span class='kw'>labels</span> <span class='kw'>=</span> <span class='fu'>c</span>(<span class='st'>"Means"</span>, <span class='st'>"Variance"</span>,
   <span class='st'>"Mean-variance relationship"</span>, <span class='st'>"Library size"</span>, <span class='st'>"Zeros per gene"</span>,
   <span class='st'>"Zeros per cell"</span>, <span class='st'>"Mean-zeros relationship"</span>))</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -165,5 +186,8 @@
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/makeDiffPanel.html b/docs/reference/makeDiffPanel.html
index cfabb09..f1a23a4 100644
--- a/docs/reference/makeDiffPanel.html
+++ b/docs/reference/makeDiffPanel.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Make difference panel — makeDiffPanel" />
+
+<meta property="og:description" content="Combine the plots from diffSCEs into a single panel." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +112,25 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Make difference panel</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/compare.R'><code>R/compare.R</code></a></small>
+    <div class="hidden name"><code>makeDiffPanel.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Combine the plots from <code>diffSCEs</code> into a single panel.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>makeDiffPanel</span>(<span class='no'>diff</span>, <span class='kw'>title</span> <span class='kw'>=</span> <span class='st'>"Difference comparison"</span>, <span class='kw'>labels</span> <span class='kw'>=</span> <span class='fu'>c</span>(<span class='st'>"Means"</span>,
   <span class='st'>"Variance"</span>, <span class='st'>"Library size"</span>, <span class='st'>"Zeros per cell"</span>, <span class='st'>"Zeros per gene"</span>,
   <span class='st'>"Mean-variance relationship"</span>, <span class='st'>"Mean-zeros relationship"</span>))</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -165,5 +186,8 @@
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/makeOverallPanel.html b/docs/reference/makeOverallPanel.html
index 09aab89..0447239 100644
--- a/docs/reference/makeOverallPanel.html
+++ b/docs/reference/makeOverallPanel.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Make overall panel — makeOverallPanel" />
+
+<meta property="og:description" content="Combine the plots from compSCEs and diffSCEs into a
+single panel." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,23 +113,27 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Make overall panel</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/compare.R'><code>R/compare.R</code></a></small>
+    <div class="hidden name"><code>makeOverallPanel.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Combine the plots from <code>compSCEs</code> and <code>diffSCEs</code> into a
 single panel.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>makeOverallPanel</span>(<span class='no'>comp</span>, <span class='no'>diff</span>, <span class='kw'>title</span> <span class='kw'>=</span> <span class='st'>"Overall comparison"</span>,
   <span class='kw'>row.labels</span> <span class='kw'>=</span> <span class='fu'>c</span>(<span class='st'>"Means"</span>, <span class='st'>"Variance"</span>, <span class='st'>"Mean-variance relationship"</span>,
   <span class='st'>"Library size"</span>, <span class='st'>"Zeros per cell"</span>, <span class='st'>"Zeros per gene"</span>,
   <span class='st'>"Mean-zeros relationship"</span>))</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -172,5 +194,8 @@ single panel.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/mfaEstimate.html b/docs/reference/mfaEstimate.html
index eba1a78..a6ada7e 100644
--- a/docs/reference/mfaEstimate.html
+++ b/docs/reference/mfaEstimate.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Estimate mfa simulation parameters — mfaEstimate" />
+
+<meta property="og:description" content="Estimate simulation parameters for the mfa simulation from a real dataset." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,15 +112,19 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Estimate mfa simulation parameters</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/mfa-estimate.R'><code>R/mfa-estimate.R</code></a></small>
+    <div class="hidden name"><code>mfaEstimate.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Estimate simulation parameters for the mfa simulation from a real dataset.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>mfaEstimate</span>(<span class='no'>counts</span>, <span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newMFAParams</a></span>())
 
@@ -113,7 +134,7 @@
 <span class='co'># S3 method for matrix</span>
 <span class='fu'>mfaEstimate</span>(<span class='no'>counts</span>, <span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newMFAParams</a></span>())</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -144,13 +165,12 @@ details on the parameters.</p>
 <span class='fu'>library</span>(<span class='no'>scater</span>)
 <span class='fu'>data</span>(<span class='st'>"sc_example_counts"</span>)
 
-<span class='no'>params</span> <span class='kw'>&lt;-</span> <span class='fu'>mfaEstimate</span>(<span class='no'>sc_example_counts</span>)
-<span class='no'>params</span></div><div class='output co'>#&gt; A Params object of class MFAParams 
+<span class='no'>params</span> <span class='kw'>&lt;-</span> <span class='fu'>mfaEstimate</span>(<span class='no'>sc_example_counts</span>)</div><div class='output co'>#&gt; <span class='warning'>Warning: replacing previous import ‘ggplot2::exprs’ by ‘Biobase::exprs’ when loading ‘mfa’</span></div><div class='input'><span class='no'>params</span></div><div class='output co'>#&gt; A Params object of class MFAParams 
 #&gt; Parameters can be (estimable) or [not estimable], 'Default' or  'NOT DEFAULT' 
 #&gt; 
 #&gt; Global: 
 #&gt; (GENES)  (CELLS)   [Seed] 
-#&gt;    2000       40   171612 
+#&gt;    2000       40   298655 
 #&gt; 
 #&gt; 4 additional parameters 
 #&gt; 
@@ -194,5 +214,8 @@ details on the parameters.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/mfaSimulate.html b/docs/reference/mfaSimulate.html
index 2ae5571..4a81086 100644
--- a/docs/reference/mfaSimulate.html
+++ b/docs/reference/mfaSimulate.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="MFA simulation — mfaSimulate" />
+
+<meta property="og:description" content="Simulate a bifurcating pseudotime path using the mfa method." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,19 +112,23 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>MFA simulation</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/mfa-simulate.R'><code>R/mfa-simulate.R</code></a></small>
+    <div class="hidden name"><code>mfaSimulate.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Simulate a bifurcating pseudotime path using the mfa method.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>mfaSimulate</span>(<span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newMFAParams</a></span>(), <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='no'>...</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -179,5 +200,8 @@ Open Research (2017).</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/newParams.html b/docs/reference/newParams.html
index 8ca19cd..92379bc 100644
--- a/docs/reference/newParams.html
+++ b/docs/reference/newParams.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="New Params — newParams" />
+
+<meta property="og:description" content="Create a new Params object. Functions exist for each of the different
+Params subtypes." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,16 +113,20 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>New Params</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/AllGenerics.R'><code>R/AllGenerics.R</code></a>, <a href='https://github.com/Oshlack/splatter/blob/master/R/BASiCSParams-methods.R'><code>R/BASiCSParams-methods.R</code></a>, <a href='https://github.com/Oshlack/splatter/blob/master/R/Lun2Params-methods.R'><code>R/Lun2Params-methods.R</code></a>, and 9 more</small>
+    <div class="hidden name"><code>newParams.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Create a new Params object. Functions exist for each of the different
 Params subtypes.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>newBASiCSParams</span>(<span class='no'>...</span>)
 
@@ -126,7 +148,7 @@ Params subtypes.</p>
 
 <span class='fu'>newZINBParams</span>(<span class='no'>...</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -169,5 +191,8 @@ Params subtypes.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/phenoEstimate.html b/docs/reference/phenoEstimate.html
index 5e0282e..1982c26 100644
--- a/docs/reference/phenoEstimate.html
+++ b/docs/reference/phenoEstimate.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Estimate PhenoPath simulation parameters — phenoEstimate" />
+
+<meta property="og:description" content="Estimate simulation parameters for the PhenoPath simulation from a real
+dataset." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,16 +113,20 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Estimate PhenoPath simulation parameters</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/pheno-estimate.R'><code>R/pheno-estimate.R</code></a></small>
+    <div class="hidden name"><code>phenoEstimate.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Estimate simulation parameters for the PhenoPath simulation from a real
 dataset.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>phenoEstimate</span>(<span class='no'>counts</span>, <span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newPhenoParams</a></span>())
 
@@ -115,7 +137,7 @@ dataset.</p>
 <span class='co'># S3 method for matrix</span>
 <span class='fu'>phenoEstimate</span>(<span class='no'>counts</span>, <span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newPhenoParams</a></span>())</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -151,7 +173,7 @@ See <code><a href='PhenoParams.html'>PhenoParams</a></code> for more details on
 #&gt; 
 #&gt; Global: 
 #&gt; (GENES)  (CELLS)   [Seed] 
-#&gt;    2000       40   171612 
+#&gt;    2000       40   298655 
 #&gt; 
 #&gt; 4 additional parameters 
 #&gt; 
@@ -187,5 +209,8 @@ See <code><a href='PhenoParams.html'>PhenoParams</a></code> for more details on
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/phenoSimulate.html b/docs/reference/phenoSimulate.html
index 1ed90a2..d332611 100644
--- a/docs/reference/phenoSimulate.html
+++ b/docs/reference/phenoSimulate.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="PhenoPath simulation — phenoSimulate" />
+
+<meta property="og:description" content="Simulate counts from a pseudotime trajectory using the PhenoPath method." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,19 +112,23 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>PhenoPath simulation</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/pheno-simulate.R'><code>R/pheno-simulate.R</code></a></small>
+    <div class="hidden name"><code>phenoSimulate.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Simulate counts from a pseudotime trajectory using the PhenoPath method.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>phenoSimulate</span>(<span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newPhenoParams</a></span>(), <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='no'>...</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -182,5 +203,8 @@ and environmental backgrounds across single-cells and populations. bioRxiv
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/rbindMatched.html b/docs/reference/rbindMatched.html
index d88500a..71da9b7 100644
--- a/docs/reference/rbindMatched.html
+++ b/docs/reference/rbindMatched.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Bind rows (matched) — rbindMatched" />
+
+<meta property="og:description" content="Bind the rows of two data frames, keeping only the columns that are common
+to both." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,20 +113,24 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Bind rows (matched)</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/utils.R'><code>R/utils.R</code></a></small>
+    <div class="hidden name"><code>rbindMatched.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Bind the rows of two data frames, keeping only the columns that are common
 to both.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>rbindMatched</span>(<span class='no'>df1</span>, <span class='no'>df2</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -151,5 +173,8 @@ to both.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/scDDEstimate.html b/docs/reference/scDDEstimate.html
index a5b2409..1a193d9 100644
--- a/docs/reference/scDDEstimate.html
+++ b/docs/reference/scDDEstimate.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Estimate scDD simulation parameters — scDDEstimate" />
+
+<meta property="og:description" content="Estimate simulation parameters for the scDD simulation from a real dataset." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,15 +112,19 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Estimate scDD simulation parameters</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/scDD-estimate.R'><code>R/scDD-estimate.R</code></a></small>
+    <div class="hidden name"><code>scDDEstimate.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Estimate simulation parameters for the scDD simulation from a real dataset.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>scDDEstimate</span>(<span class='no'>counts</span>, <span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newSCDDParams</a></span>(), <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>,
   <span class='kw'>BPPARAM</span> <span class='kw'>=</span> <span class='fu'>SerialParam</span>(), <span class='no'>...</span>)
@@ -120,7 +141,7 @@
 <span class='fu'>scDDEstimate</span>(<span class='no'>counts</span>, <span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newSCDDParams</a></span>(),
   <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='kw'>BPPARAM</span> <span class='kw'>=</span> <span class='fu'>SerialParam</span>(), <span class='no'>condition</span>, <span class='no'>...</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -208,5 +229,8 @@ simulate. The output is then converted to a SCDDParams object. See
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/scDDSimulate.html b/docs/reference/scDDSimulate.html
index c188de9..582f002 100644
--- a/docs/reference/scDDSimulate.html
+++ b/docs/reference/scDDSimulate.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="scDD simulation — scDDSimulate" />
+
+<meta property="og:description" content="Simulate counts using the scDD method." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,20 +112,24 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>scDD simulation</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/scDD-simulate.R'><code>R/scDD-simulate.R</code></a></small>
+    <div class="hidden name"><code>scDDSimulate.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Simulate counts using the scDD method.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>scDDSimulate</span>(<span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newSCDDParams</a></span>(), <span class='kw'>plots</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>, <span class='kw'>plot.file</span> <span class='kw'>=</span> <span class='kw'>NULL</span>,
   <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='kw'>BPPARAM</span> <span class='kw'>=</span> <span class='fu'>SerialParam</span>(), <span class='no'>...</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -196,5 +217,8 @@ single-cell RNA-seq experiments. Genome Biology (2016).</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/setParam.html b/docs/reference/setParam.html
index 2566755..0131afc 100644
--- a/docs/reference/setParam.html
+++ b/docs/reference/setParam.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Set a parameter — setParam" />
+
+<meta property="og:description" content="Function for setting parameter values." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,15 +112,19 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Set a parameter</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/AllGenerics.R'><code>R/AllGenerics.R</code></a>, <a href='https://github.com/Oshlack/splatter/blob/master/R/BASiCSParams-methods.R'><code>R/BASiCSParams-methods.R</code></a>, <a href='https://github.com/Oshlack/splatter/blob/master/R/Lun2Params-methods.R'><code>R/Lun2Params-methods.R</code></a>, and 7 more</small>
+    <div class="hidden name"><code>setParam.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Function for setting parameter values.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>setParam</span>(<span class='no'>object</span>, <span class='no'>name</span>, <span class='no'>value</span>)
 
@@ -131,7 +152,7 @@
 <span class='co'># S4 method for ZINBParams</span>
 <span class='fu'>setParam</span>(<span class='no'>object</span>, <span class='no'>name</span>, <span class='no'>value</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -160,7 +181,7 @@
 #&gt; 
 #&gt; Global: 
 #&gt; (GENES)  (Cells)   [Seed] 
-#&gt;     100      100   171612 
+#&gt;     100      100   298655 
 #&gt; 
 #&gt; 3 additional parameters 
 #&gt; 
@@ -199,5 +220,8 @@
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/setParamUnchecked.html b/docs/reference/setParamUnchecked.html
index eb023a4..f82ceec 100644
--- a/docs/reference/setParamUnchecked.html
+++ b/docs/reference/setParamUnchecked.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Set a parameter UNCHECKED — setParamUnchecked" />
+
+<meta property="og:description" content="Function for setting parameter values. THE OUTPUT IS NOT CHECKED FOR
+VALIDITY!" />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,23 +113,27 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Set a parameter UNCHECKED</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/AllGenerics.R'><code>R/AllGenerics.R</code></a>, <a href='https://github.com/Oshlack/splatter/blob/master/R/Params-methods.R'><code>R/Params-methods.R</code></a></small>
+    <div class="hidden name"><code>setParamUnchecked.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Function for setting parameter values. THE OUTPUT IS NOT CHECKED FOR
 VALIDITY!</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>setParamUnchecked</span>(<span class='no'>object</span>, <span class='no'>name</span>, <span class='no'>value</span>)
 
 <span class='co'># S4 method for Params</span>
 <span class='fu'>setParamUnchecked</span>(<span class='no'>object</span>, <span class='no'>name</span>, <span class='no'>value</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -157,5 +179,8 @@ VALIDITY!</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/setParams.html b/docs/reference/setParams.html
index 9eaa575..934c7d4 100644
--- a/docs/reference/setParams.html
+++ b/docs/reference/setParams.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Set parameters — setParams" />
+
+<meta property="og:description" content="Set multiple parameters in a Params object." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,19 +112,23 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Set parameters</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/params-functions.R'><code>R/params-functions.R</code></a></small>
+    <div class="hidden name"><code>setParams.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Set multiple parameters in a Params object.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>setParams</span>(<span class='no'>params</span>, <span class='kw'>update</span> <span class='kw'>=</span> <span class='kw'>NULL</span>, <span class='no'>...</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -146,7 +167,7 @@ them manually), see examples.</p>
 #&gt; 
 #&gt; Global: 
 #&gt; (Genes)  (Cells)   [Seed] 
-#&gt;   10000      100   171612 
+#&gt;   10000      100   298655 
 #&gt; 
 #&gt; 3 additional parameters 
 #&gt; 
@@ -164,7 +185,7 @@ them manually), see examples.</p>
 #&gt; 
 #&gt; Global: 
 #&gt; (GENES)  (CELLS)   [Seed] 
-#&gt;    1000       50   171612 
+#&gt;    1000       50   298655 
 #&gt; 
 #&gt; 3 additional parameters 
 #&gt; 
@@ -182,7 +203,7 @@ them manually), see examples.</p>
 #&gt; 
 #&gt; Global: 
 #&gt; (GENES)  (CELLS)   [Seed] 
-#&gt;    1000       50   171612 
+#&gt;    1000       50   298655 
 #&gt; 
 #&gt; 3 additional parameters 
 #&gt; 
@@ -222,5 +243,8 @@ them manually), see examples.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/setParamsUnchecked.html b/docs/reference/setParamsUnchecked.html
index 0d7ea93..e5994b8 100644
--- a/docs/reference/setParamsUnchecked.html
+++ b/docs/reference/setParamsUnchecked.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Set parameters UNCHECKED — setParamsUnchecked" />
+
+<meta property="og:description" content="Set multiple parameters in a Params object." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,19 +112,23 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Set parameters UNCHECKED</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/params-functions.R'><code>R/params-functions.R</code></a></small>
+    <div class="hidden name"><code>setParamsUnchecked.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Set multiple parameters in a Params object.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>setParamsUnchecked</span>(<span class='no'>params</span>, <span class='kw'>update</span> <span class='kw'>=</span> <span class='kw'>NULL</span>, <span class='no'>...</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -165,5 +186,8 @@ them manually), see examples. THE FINAL OBJECT IS NOT CHECKED FOR VALIDITY!</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/showDFs.html b/docs/reference/showDFs.html
index f913211..147ab81 100644
--- a/docs/reference/showDFs.html
+++ b/docs/reference/showDFs.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Show data.frame — showDFs" />
+
+<meta property="og:description" content="Function used for pretty printing data.frame parameters." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,19 +112,23 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Show data.frame</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/params-functions.R'><code>R/params-functions.R</code></a></small>
+    <div class="hidden name"><code>showDFs.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Function used for pretty printing data.frame parameters.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>showDFs</span>(<span class='no'>dfs</span>, <span class='no'>not.default</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -143,5 +164,8 @@
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/showPP.html b/docs/reference/showPP.html
index 151a11b..67e6b40 100644
--- a/docs/reference/showPP.html
+++ b/docs/reference/showPP.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Show pretty print — showPP" />
+
+<meta property="og:description" content="Function used for pretty printing params object." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,19 +112,23 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Show pretty print</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/params-functions.R'><code>R/params-functions.R</code></a></small>
+    <div class="hidden name"><code>showPP.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Function used for pretty printing params object.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>showPP</span>(<span class='no'>params</span>, <span class='no'>pp</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -149,5 +170,8 @@
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/showValues.html b/docs/reference/showValues.html
index 86c0a1e..02b1603 100644
--- a/docs/reference/showValues.html
+++ b/docs/reference/showValues.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Show vales — showValues" />
+
+<meta property="og:description" content="Function used for pretty printing scale or vector parameters." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,19 +112,23 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Show vales</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/params-functions.R'><code>R/params-functions.R</code></a></small>
+    <div class="hidden name"><code>showValues.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Function used for pretty printing scale or vector parameters.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>showValues</span>(<span class='no'>values</span>, <span class='no'>not.default</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -143,5 +164,8 @@
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/simpleEstimate.html b/docs/reference/simpleEstimate.html
index ea46323..84a8119 100644
--- a/docs/reference/simpleEstimate.html
+++ b/docs/reference/simpleEstimate.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Estimate simple simulation parameters — simpleEstimate" />
+
+<meta property="og:description" content="Estimate simulation parameters for the simple simulation from a real dataset." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,15 +112,19 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Estimate simple simulation parameters</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/simple-estimate.R'><code>R/simple-estimate.R</code></a></small>
+    <div class="hidden name"><code>simpleEstimate.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Estimate simulation parameters for the simple simulation from a real dataset.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>simpleEstimate</span>(<span class='no'>counts</span>, <span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newSimpleParams</a></span>())
 
@@ -114,7 +135,7 @@
 <span class='co'># S3 method for matrix</span>
 <span class='fu'>simpleEstimate</span>(<span class='no'>counts</span>, <span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newSimpleParams</a></span>())</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -152,7 +173,7 @@ details on the parameters.</p>
 #&gt; 
 #&gt; Global: 
 #&gt; (GENES)  (CELLS)   [Seed] 
-#&gt;    2000       40   171612 
+#&gt;    2000       40   298655 
 #&gt; 
 #&gt; 3 additional parameters 
 #&gt; 
@@ -192,5 +213,8 @@ details on the parameters.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/simpleSimulate.html b/docs/reference/simpleSimulate.html
index cf7047d..f4de70e 100644
--- a/docs/reference/simpleSimulate.html
+++ b/docs/reference/simpleSimulate.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Simple simulation — simpleSimulate" />
+
+<meta property="og:description" content="Simulate counts from a simple negative binomial distribution without
+simulated library sizes, differential expression etc." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,20 +113,24 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Simple simulation</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/simple-simulate.R'><code>R/simple-simulate.R</code></a></small>
+    <div class="hidden name"><code>simpleSimulate.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Simulate counts from a simple negative binomial distribution without
 simulated library sizes, differential expression etc.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>simpleSimulate</span>(<span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newSimpleParams</a></span>(), <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='no'>...</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -170,5 +192,8 @@ details of the parameters.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/sparseDCEstimate.html b/docs/reference/sparseDCEstimate.html
index 82b4ad9..899e59b 100644
--- a/docs/reference/sparseDCEstimate.html
+++ b/docs/reference/sparseDCEstimate.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Estimate SparseDC simulation parameters — sparseDCEstimate" />
+
+<meta property="og:description" content="Estimate simulation parameters for the SparseDC simulation from a real
+dataset." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,16 +113,20 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Estimate SparseDC simulation parameters</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/sparseDC-estimate.R'><code>R/sparseDC-estimate.R</code></a></small>
+    <div class="hidden name"><code>sparseDCEstimate.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Estimate simulation parameters for the SparseDC simulation from a real
 dataset.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>sparseDCEstimate</span>(<span class='no'>counts</span>, <span class='no'>conditions</span>, <span class='no'>nclusters</span>, <span class='kw'>norm</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>,
   <span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newSparseDCParams</a></span>())
@@ -117,7 +139,7 @@ dataset.</p>
 <span class='fu'>sparseDCEstimate</span>(<span class='no'>counts</span>, <span class='no'>conditions</span>, <span class='no'>nclusters</span>, <span class='kw'>norm</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>,
   <span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newSparseDCParams</a></span>())</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -174,7 +196,7 @@ input data. The counts are preprocessed using
 #&gt; 
 #&gt; Global: 
 #&gt; (GENES)  (CELLS)   [Seed] 
-#&gt;     500       20   171612 
+#&gt;     500       20   298655 
 #&gt; 
 #&gt; 7 additional parameters 
 #&gt; 
@@ -218,5 +240,8 @@ input data. The counts are preprocessed using
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/sparseDCSimulate.html b/docs/reference/sparseDCSimulate.html
index f7ac26d..5a82ee9 100644
--- a/docs/reference/sparseDCSimulate.html
+++ b/docs/reference/sparseDCSimulate.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="SparseDC simulation — sparseDCSimulate" />
+
+<meta property="og:description" content="Simulate counts from cluster in two conditions using the SparseDC method." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,19 +112,23 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>SparseDC simulation</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/sparseDC-simulate.R'><code>R/sparseDC-simulate.R</code></a></small>
+    <div class="hidden name"><code>sparseDCSimulate.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Simulate counts from cluster in two conditions using the SparseDC method.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>sparseDCSimulate</span>(<span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newSparseDCParams</a></span>(), <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='no'>...</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -184,5 +205,8 @@ Nucleic Acids Research (2017).</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/splatEstBCV.html b/docs/reference/splatEstBCV.html
index bc5d7fe..4ad0eea 100644
--- a/docs/reference/splatEstBCV.html
+++ b/docs/reference/splatEstBCV.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Estimate Splat Biological Coefficient of Variation parameters — splatEstBCV" />
+
+<meta property="og:description" content="Parameters are estimated using the estimateDisp function
+in the edgeR package." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,20 +113,24 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Estimate Splat Biological Coefficient of Variation parameters</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/splat-estimate.R'><code>R/splat-estimate.R</code></a></small>
+    <div class="hidden name"><code>splatEstBCV.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Parameters are estimated using the <code><a href='http://www.rdocumentation.org/packages/edgeR/topics/estimateDisp'>estimateDisp</a></code> function
 in the <code>edgeR</code> package.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>splatEstBCV</span>(<span class='no'>counts</span>, <span class='no'>params</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -161,5 +183,8 @@ apply a small correction, <code>disp = 0.1 + 0.25 * edgeR.disp</code>.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/splatEstDropout.html b/docs/reference/splatEstDropout.html
index f763342..56a870e 100644
--- a/docs/reference/splatEstDropout.html
+++ b/docs/reference/splatEstDropout.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Estimate Splat dropout parameters — splatEstDropout" />
+
+<meta property="og:description" content="Estimate the midpoint and shape parameters for the logistic function used
+when simulating dropout." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,20 +113,24 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Estimate Splat dropout parameters</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/splat-estimate.R'><code>R/splat-estimate.R</code></a></small>
+    <div class="hidden name"><code>splatEstDropout.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Estimate the midpoint and shape parameters for the logistic function used
 when simulating dropout.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>splatEstDropout</span>(<span class='no'>norm.counts</span>, <span class='no'>params</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -160,5 +182,8 @@ level dropout is not estimated.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/splatEstLib.html b/docs/reference/splatEstLib.html
index 3fbc04a..66ef9f5 100644
--- a/docs/reference/splatEstLib.html
+++ b/docs/reference/splatEstLib.html
@@ -18,13 +18,31 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Estimate Splat library size parameters — splatEstLib" />
+
+<meta property="og:description" content="The Shapiro-Wilks test is used to determine if the library sizes are
+normally distributed. If so a normal distribution is fitted to the library
+sizes, if not (most cases) a log-normal distribution is fitted and the
+estimated parameters are added to the params object. See
+fitdist for details on the fitting." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +52,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +75,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +90,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +108,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,23 +116,27 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Estimate Splat library size parameters</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/splat-estimate.R'><code>R/splat-estimate.R</code></a></small>
+    <div class="hidden name"><code>splatEstLib.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
-    <p>The Shapiro-Wilk test is used to determine if the library sizes are
+    <p>The Shapiro-Wilks test is used to determine if the library sizes are
 normally distributed. If so a normal distribution is fitted to the library
 sizes, if not (most cases) a log-normal distribution is fitted and the
 estimated parameters are added to the params object. See
 <code><a href='http://www.rdocumentation.org/packages/fitdistrplus/topics/fitdist'>fitdist</a></code> for details on the fitting.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>splatEstLib</span>(<span class='no'>counts</span>, <span class='no'>params</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -153,5 +178,8 @@ estimated parameters are added to the params object. See
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/splatEstMean.html b/docs/reference/splatEstMean.html
index 91e7ec9..b01f37d 100644
--- a/docs/reference/splatEstMean.html
+++ b/docs/reference/splatEstMean.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Estimate Splat mean parameters — splatEstMean" />
+
+<meta property="og:description" content="Estimate rate and shape parameters for the gamma distribution used to
+simulate gene expression means." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,20 +113,24 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Estimate Splat mean parameters</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/splat-estimate.R'><code>R/splat-estimate.R</code></a></small>
+    <div class="hidden name"><code>splatEstMean.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Estimate rate and shape parameters for the gamma distribution used to
 simulate gene expression means.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>splatEstMean</span>(<span class='no'>norm.counts</span>, <span class='no'>params</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -162,5 +184,8 @@ and 90th percentiles.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/splatEstOutlier.html b/docs/reference/splatEstOutlier.html
index c9a7b95..94d41e6 100644
--- a/docs/reference/splatEstOutlier.html
+++ b/docs/reference/splatEstOutlier.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Estimate Splat expression outlier parameters — splatEstOutlier" />
+
+<meta property="og:description" content="Parameters are estimated by comparing means of individual genes to the
+median mean expression level." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,20 +113,24 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Estimate Splat expression outlier parameters</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/splat-estimate.R'><code>R/splat-estimate.R</code></a></small>
+    <div class="hidden name"><code>splatEstOutlier.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Parameters are estimated by comparing means of individual genes to the
 median mean expression level.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>splatEstOutlier</span>(<span class='no'>norm.counts</span>, <span class='no'>params</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -163,5 +185,8 @@ scale parameters using <code><a href='http://www.rdocumentation.org/packages/fit
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/splatEstimate.html b/docs/reference/splatEstimate.html
index 0d4661a..c1e15c9 100644
--- a/docs/reference/splatEstimate.html
+++ b/docs/reference/splatEstimate.html
@@ -18,13 +18,29 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Estimate Splat simulation parameters — splatEstimate" />
+
+<meta property="og:description" content="Estimate simulation parameters for the Splat simulation from a real
+dataset. See the individual estimation functions for more details on how this
+is done." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +50,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +73,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +88,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +106,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,17 +114,21 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Estimate Splat simulation parameters</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/splat-estimate.R'><code>R/splat-estimate.R</code></a></small>
+    <div class="hidden name"><code>splatEstimate.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Estimate simulation parameters for the Splat simulation from a real
 dataset. See the individual estimation functions for more details on how this
 is done.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>splatEstimate</span>(<span class='no'>counts</span>, <span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newSplatParams</a></span>())
 
@@ -116,7 +139,7 @@ is done.</p>
 <span class='co'># S3 method for matrix</span>
 <span class='fu'>splatEstimate</span>(<span class='no'>counts</span>, <span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newSplatParams</a></span>())</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -136,9 +159,9 @@ containing count data to estimate parameters from.</p></td>
     
     <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See also</h2>
 
-    <p><code><a href='splatEstMean.html'>splatEstMean</a></code>,  <code><a href='splatEstLib.html'>splatEstLib</a></code>,
+    <div class='dont-index'><p><code><a href='splatEstMean.html'>splatEstMean</a></code>,  <code><a href='splatEstLib.html'>splatEstLib</a></code>,
 <code><a href='splatEstOutlier.html'>splatEstOutlier</a></code>, <code><a href='splatEstBCV.html'>splatEstBCV</a></code>,
-<code><a href='splatEstDropout.html'>splatEstDropout</a></code></p>
+<code><a href='splatEstDropout.html'>splatEstDropout</a></code></p></div>
     
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
@@ -146,12 +169,13 @@ containing count data to estimate parameters from.</p></td>
 <span class='fu'>library</span>(<span class='no'>scater</span>)
 <span class='fu'>data</span>(<span class='st'>"sc_example_counts"</span>)
 
-<span class='no'>params</span> <span class='kw'>&lt;-</span> <span class='fu'>splatEstimate</span>(<span class='no'>sc_example_counts</span>)</div><div class='output co'>#&gt; <span class='message'>NOTE: Library sizes have been found to be normally distributed instead of log-normal. You may want to check this is correct.</span></div><div class='input'><span class='no'>params</span></div><div class='output co'>#&gt; A Params object of class SplatParams 
+<span class='no'>params</span> <span class='kw'>&lt;-</span> <span class='fu'>splatEstimate</span>(<span class='no'>sc_example_counts</span>)
+<span class='no'>params</span></div><div class='output co'>#&gt; A Params object of class SplatParams 
 #&gt; Parameters can be (estimable) or [not estimable], 'Default' or  'NOT DEFAULT' 
 #&gt; 
 #&gt; Global: 
 #&gt; (GENES)  (CELLS)   [Seed] 
-#&gt;    2000       40   171612 
+#&gt;    2000       40   298655 
 #&gt; 
 #&gt; 28 additional parameters 
 #&gt; 
@@ -164,8 +188,8 @@ containing count data to estimate parameters from.</p></td>
 #&gt; 0.0032639148887191   0.419304527025529 
 #&gt; 
 #&gt; Library size: 
-#&gt;       (LOCATION)           (SCALE)            (NORM) 
-#&gt;       388947.775  231618.775891602              TRUE 
+#&gt;       (LOCATION)           (SCALE)            (Norm) 
+#&gt; 12.7053037408488  0.58910919018286             FALSE 
 #&gt; 
 #&gt; Exprs outliers: 
 #&gt;       (PROBABILITY)           (LOCATION)              (SCALE) 
@@ -219,5 +243,8 @@ containing count data to estimate parameters from.</p></td>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/splatSimBCVMeans.html b/docs/reference/splatSimBCVMeans.html
index 5d210d3..e65f351 100644
--- a/docs/reference/splatSimBCVMeans.html
+++ b/docs/reference/splatSimBCVMeans.html
@@ -18,13 +18,29 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Simulate BCV means — splatSimBCVMeans" />
+
+<meta property="og:description" content="Simulate means for each gene in each cell that are adjusted to follow a
+mean-variance trend using Biological Coefficient of Variation taken from
+and inverse gamma distribution." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +50,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +73,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +88,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +106,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +114,25 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Simulate BCV means</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/splat-simulate.R'><code>R/splat-simulate.R</code></a></small>
+    <div class="hidden name"><code>splatSimBCVMeans.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Simulate means for each gene in each cell that are adjusted to follow a
 mean-variance trend using Biological Coefficient of Variation taken from
 and inverse gamma distribution.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>splatSimBCVMeans</span>(<span class='no'>sim</span>, <span class='no'>params</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -151,5 +174,8 @@ and inverse gamma distribution.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/splatSimBatchCellMeans.html b/docs/reference/splatSimBatchCellMeans.html
index 66a3a1e..d64c54e 100644
--- a/docs/reference/splatSimBatchCellMeans.html
+++ b/docs/reference/splatSimBatchCellMeans.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Simulate batch means — splatSimBatchCellMeans" />
+
+<meta property="og:description" content="Simulate a mean for each gene in each cell incorporating batch effect
+factors." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,20 +113,24 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Simulate batch means</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/splat-simulate.R'><code>R/splat-simulate.R</code></a></small>
+    <div class="hidden name"><code>splatSimBatchCellMeans.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Simulate a mean for each gene in each cell incorporating batch effect
 factors.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>splatSimBatchCellMeans</span>(<span class='no'>sim</span>, <span class='no'>params</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -150,5 +172,8 @@ factors.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/splatSimBatchEffects.html b/docs/reference/splatSimBatchEffects.html
index 920063d..688ce6f 100644
--- a/docs/reference/splatSimBatchEffects.html
+++ b/docs/reference/splatSimBatchEffects.html
@@ -18,13 +18,29 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Simulate batch effects — splatSimBatchEffects" />
+
+<meta property="og:description" content="Simulate batch effects. Batch effect factors for each batch are produced
+using getLNormFactors and these are added along with updated
+means for each batch." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +50,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +73,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +88,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +106,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +114,25 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Simulate batch effects</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/splat-simulate.R'><code>R/splat-simulate.R</code></a></small>
+    <div class="hidden name"><code>splatSimBatchEffects.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Simulate batch effects. Batch effect factors for each batch are produced
 using <code><a href='getLNormFactors.html'>getLNormFactors</a></code> and these are added along with updated
 means for each batch.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>splatSimBatchEffects</span>(<span class='no'>sim</span>, <span class='no'>params</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -151,5 +174,8 @@ means for each batch.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/splatSimCellMeans.html b/docs/reference/splatSimCellMeans.html
index 522d75d..b52081b 100644
--- a/docs/reference/splatSimCellMeans.html
+++ b/docs/reference/splatSimCellMeans.html
@@ -18,13 +18,31 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Simulate cell means — splatSimCellMeans" />
+
+<meta property="og:description" content="Simulate a gene by cell matrix giving the mean expression for each gene in
+each cell. Cells start with the mean expression for the group they belong to
+(when simulating groups) or cells are assigned the mean expression from a
+random position on the appropriate path (when simulating paths). The selected
+means are adjusted for each cell's expected library size." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +52,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +75,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +90,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +108,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,12 +116,15 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Simulate cell means</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/splat-simulate.R'><code>R/splat-simulate.R</code></a></small>
+    <div class="hidden name"><code>splatSimCellMeans.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Simulate a gene by cell matrix giving the mean expression for each gene in
 each cell. Cells start with the mean expression for the group they belong to
@@ -108,6 +132,7 @@ each cell. Cells start with the mean expression for the group they belong to
 random position on the appropriate path (when simulating paths). The selected
 means are adjusted for each cell's expected library size.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>splatSimSingleCellMeans</span>(<span class='no'>sim</span>, <span class='no'>params</span>)
 
@@ -115,7 +140,7 @@ means are adjusted for each cell's expected library size.</p>
 
 <span class='fu'>splatSimPathCellMeans</span>(<span class='no'>sim</span>, <span class='no'>params</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -157,5 +182,8 @@ means are adjusted for each cell's expected library size.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/splatSimDE.html b/docs/reference/splatSimDE.html
index a84b65c..d669255 100644
--- a/docs/reference/splatSimDE.html
+++ b/docs/reference/splatSimDE.html
@@ -18,13 +18,30 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Simulate group differential expression — splatSimDE" />
+
+<meta property="og:description" content="Simulate differential expression. Differential expression factors for each
+group are produced using getLNormFactors and these are added
+along with updated means for each group. For paths care is taked to make sure
+they are simulated in the correct order." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +51,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +74,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +89,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +107,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,24 +115,28 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Simulate group differential expression</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/splat-simulate.R'><code>R/splat-simulate.R</code></a></small>
+    <div class="hidden name"><code>splatSimDE.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Simulate differential expression. Differential expression factors for each
 group are produced using <code><a href='getLNormFactors.html'>getLNormFactors</a></code> and these are added
 along with updated means for each group. For paths care is taked to make sure
 they are simulated in the correct order.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>splatSimGroupDE</span>(<span class='no'>sim</span>, <span class='no'>params</span>)
 
 <span class='fu'>splatSimPathDE</span>(<span class='no'>sim</span>, <span class='no'>params</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -154,5 +178,8 @@ they are simulated in the correct order.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/splatSimDropout.html b/docs/reference/splatSimDropout.html
index 1387020..5c8756d 100644
--- a/docs/reference/splatSimDropout.html
+++ b/docs/reference/splatSimDropout.html
@@ -18,13 +18,30 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Simulate dropout — splatSimDropout" />
+
+<meta property="og:description" content="A logistic function is used to form a relationshop between the expression
+level of a gene and the probability of dropout, giving a probability for each
+gene in each cell. These probabilities are used in a Bernoulli distribution
+to decide which counts should be dropped." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +51,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +74,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +89,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +107,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,22 +115,26 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Simulate dropout</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/splat-simulate.R'><code>R/splat-simulate.R</code></a></small>
+    <div class="hidden name"><code>splatSimDropout.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>A logistic function is used to form a relationshop between the expression
 level of a gene and the probability of dropout, giving a probability for each
 gene in each cell. These probabilities are used in a Bernoulli distribution
 to decide which counts should be dropped.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>splatSimDropout</span>(<span class='no'>sim</span>, <span class='no'>params</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -152,5 +176,8 @@ to decide which counts should be dropped.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/splatSimGeneMeans.html b/docs/reference/splatSimGeneMeans.html
index f55e7e4..aaeb06b 100644
--- a/docs/reference/splatSimGeneMeans.html
+++ b/docs/reference/splatSimGeneMeans.html
@@ -18,13 +18,29 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Simulate gene means — splatSimGeneMeans" />
+
+<meta property="og:description" content="Simulate gene means from a gamma distribution. Also simulates outlier
+expression factors. Genes with an outlier factor not equal to 1 are replaced
+with the median mean expression multiplied by the outlier factor." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +50,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +73,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +88,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +106,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +114,25 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Simulate gene means</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/splat-simulate.R'><code>R/splat-simulate.R</code></a></small>
+    <div class="hidden name"><code>splatSimGeneMeans.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Simulate gene means from a gamma distribution. Also simulates outlier
 expression factors. Genes with an outlier factor not equal to 1 are replaced
 with the median mean expression multiplied by the outlier factor.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>splatSimGeneMeans</span>(<span class='no'>sim</span>, <span class='no'>params</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -151,5 +174,8 @@ with the median mean expression multiplied by the outlier factor.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/splatSimLibSizes.html b/docs/reference/splatSimLibSizes.html
index 99a7cb8..09fc707 100644
--- a/docs/reference/splatSimLibSizes.html
+++ b/docs/reference/splatSimLibSizes.html
@@ -18,13 +18,29 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Simulate library sizes — splatSimLibSizes" />
+
+<meta property="og:description" content="Simulate expected library sizes. Typically a log-normal distribution is used
+but there is also the option to use a normal distribution. In this case any
+negative values are set to half the minimum non-zero value." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +50,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +73,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +88,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +106,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +114,25 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Simulate library sizes</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/splat-simulate.R'><code>R/splat-simulate.R</code></a></small>
+    <div class="hidden name"><code>splatSimLibSizes.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Simulate expected library sizes. Typically a log-normal distribution is used
 but there is also the option to use a normal distribution. In this case any
 negative values are set to half the minimum non-zero value.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>splatSimLibSizes</span>(<span class='no'>sim</span>, <span class='no'>params</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -151,5 +174,8 @@ negative values are set to half the minimum non-zero value.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/splatSimTrueCounts.html b/docs/reference/splatSimTrueCounts.html
index 55f89b7..3326a23 100644
--- a/docs/reference/splatSimTrueCounts.html
+++ b/docs/reference/splatSimTrueCounts.html
@@ -18,13 +18,29 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Simulate true counts — splatSimTrueCounts" />
+
+<meta property="og:description" content="Simulate a true counts matrix. Counts are simulated from a poisson
+distribution where Each gene in each cell has it's own mean based on the
+group (or path position), expected library size and BCV." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +50,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +73,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +88,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +106,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +114,25 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Simulate true counts</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/splat-simulate.R'><code>R/splat-simulate.R</code></a></small>
+    <div class="hidden name"><code>splatSimTrueCounts.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Simulate a true counts matrix. Counts are simulated from a poisson
 distribution where Each gene in each cell has it's own mean based on the
 group (or path position), expected library size and BCV.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>splatSimTrueCounts</span>(<span class='no'>sim</span>, <span class='no'>params</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -151,5 +174,8 @@ group (or path position), expected library size and BCV.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/splatSimulate.html b/docs/reference/splatSimulate.html
index 6cb201b..b9baca4 100644
--- a/docs/reference/splatSimulate.html
+++ b/docs/reference/splatSimulate.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Splat simulation — splatSimulate" />
+
+<meta property="og:description" content="Simulate count data from a fictional single-cell RNA-seq experiment using
+the Splat method." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,16 +113,20 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Splat simulation</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/splat-simulate.R'><code>R/splat-simulate.R</code></a></small>
+    <div class="hidden name"><code>splatSimulate.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Simulate count data from a fictional single-cell RNA-seq experiment using
 the Splat method.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>splatSimulate</span>(<span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newSplatParams</a></span>(), <span class='kw'>method</span> <span class='kw'>=</span> <span class='fu'>c</span>(<span class='st'>"single"</span>, <span class='st'>"groups"</span>,
   <span class='st'>"paths"</span>), <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='no'>...</span>)
@@ -115,7 +137,7 @@ the Splat method.</p>
 
 <span class='fu'>splatSimulatePaths</span>(<span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newSplatParams</a></span>(), <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='no'>...</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -220,16 +242,16 @@ sequencing data. Genome Biology (2017).</p>
     
     <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See also</h2>
 
-    <p><code><a href='splatSimLibSizes.html'>splatSimLibSizes</a></code>, <code><a href='splatSimGeneMeans.html'>splatSimGeneMeans</a></code>,
+    <div class='dont-index'><p><code><a href='splatSimLibSizes.html'>splatSimLibSizes</a></code>, <code><a href='splatSimGeneMeans.html'>splatSimGeneMeans</a></code>,
 <code><a href='splatSimBatchEffects.html'>splatSimBatchEffects</a></code>, <code><a href='splatSimBatchCellMeans.html'>splatSimBatchCellMeans</a></code>,
 <code><a href='splatSimDE.html'>splatSimDE</a></code>, <code><a href='splatSimCellMeans.html'>splatSimCellMeans</a></code>,
 <code><a href='splatSimBCVMeans.html'>splatSimBCVMeans</a></code>, <code><a href='splatSimTrueCounts.html'>splatSimTrueCounts</a></code>,
-<code><a href='splatSimDropout.html'>splatSimDropout</a></code></p>
+<code><a href='splatSimDropout.html'>splatSimDropout</a></code></p></div>
     
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
     <pre class="examples"><div class='input'><span class='co'># Simulation with default parameters</span>
-<span class='no'>sim</span> <span class='kw'>&lt;-</span> <span class='fu'>splatSimulate</span>()</div><div class='output co'>#&gt; <span class='message'>Getting parameters...</span></div><div class='output co'>#&gt; <span class='message'>Creating simulation object...</span></div><div class='output co'>#&gt; <span class='message'>Simulating library sizes...</span></div><div class='output co'>#&gt; <span class='message'>Simulating gene means...</span></div><div class='output co'>#&gt; <span class='message'>Simulating BCV...</span></div><div class='output co'>#&gt; <span class='message'>Simulating counts..</span></div><div class='output co'>#&gt; <span class='message'>Simulating dropout (if needed)...</span></div><div class='output co'>#&gt; <span class='message'>Done!</span></div><span class='co'># NOT RUN {</span>
+<span class='no'>sim</span> <span class='kw'>&lt;-</span> <span class='fu'>splatSimulate</span>()</div><div class='output co'>#&gt; <span class='message'>Getting parameters...</span></div><div class='output co'>#&gt; <span class='message'>Creating simulation object...</span></div><div class='output co'>#&gt; <span class='message'>Simulating library sizes...</span></div><div class='output co'>#&gt; <span class='message'>Simulating gene means...</span></div><div class='output co'>#&gt; <span class='message'>Simulating BCV...</span></div><div class='output co'>#&gt; <span class='message'>Simulating counts...</span></div><div class='output co'>#&gt; <span class='message'>Simulating dropout (if needed)...</span></div><div class='output co'>#&gt; <span class='message'>Done!</span></div><span class='co'># NOT RUN {</span>
 <span class='co'># Simulation with different number of genes</span>
 <span class='no'>sim</span> <span class='kw'>&lt;-</span> <span class='fu'>splatSimulate</span>(<span class='kw'>nGenes</span> <span class='kw'>=</span> <span class='fl'>1000</span>)
 <span class='co'># Simulation with custom parameters</span>
@@ -274,5 +296,8 @@ sequencing data. Genome Biology (2017).</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/splatter.html b/docs/reference/splatter.html
index 63791c0..0fdb160 100644
--- a/docs/reference/splatter.html
+++ b/docs/reference/splatter.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="splatter. — splatter" />
+
+<meta property="og:description" content="splatter is a package for the well-documented and reproducible
+simulation of single-cell RNA-seq count data." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,16 +113,20 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>splatter.</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/splatter-package.R'><code>R/splatter-package.R</code></a></small>
+    <div class="hidden name"><code>splatter.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p><span class="pkg">splatter</span> is a package for the well-documented and reproducible
 simulation of single-cell RNA-seq count data.</p>
     
+    </div>
 
         
     <h2 class="hasAnchor" id="details"><a class="anchor" href="#details"></a>Details</h2>
@@ -114,8 +136,8 @@ the estimation of model parameters.</p>
     
     <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See also</h2>
 
-    <p>Zappia L, Phipson B, Oshlack A. Splatter: Simulation Of Single-Cell RNA
-Sequencing Data. bioRxiv. 2017; doi:10.1101/133173</p>
+    <div class='dont-index'><p>Zappia L, Phipson B, Oshlack A. Splatter: Simulation Of Single-Cell RNA
+Sequencing Data. bioRxiv. 2017; doi:10.1101/133173</p></div>
     
 
   </div>
@@ -143,5 +165,8 @@ Sequencing Data. bioRxiv. 2017; doi:10.1101/133173</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/summariseDiff.html b/docs/reference/summariseDiff.html
index 51d407f..d5543b4 100644
--- a/docs/reference/summariseDiff.html
+++ b/docs/reference/summariseDiff.html
@@ -18,13 +18,29 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Summarise diffSCESs — summariseDiff" />
+
+<meta property="og:description" content="Summarise the results of diffSCEs. Calculates the Median
+Absolute Deviation (MAD), Mean Absolute Error (MAE) and Root Mean Squared
+Error (RMSE) for the various properties and ranks them." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +50,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
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+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +73,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +88,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +106,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,21 +114,25 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Summarise diffSCESs</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/compare.R'><code>R/compare.R</code></a></small>
+    <div class="hidden name"><code>summariseDiff.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Summarise the results of <code><a href='diffSCEs.html'>diffSCEs</a></code>. Calculates the Median
 Absolute Deviation (MAD), Mean Absolute Error (MAE) and Root Mean Squared
 Error (RMSE) for the various properties and ranks them.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>summariseDiff</span>(<span class='no'>diff</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -124,23 +147,23 @@ Error (RMSE) for the various properties and ranks them.</p>
     
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>sim1</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='splatSimulate.html'>splatSimulate</a></span>(<span class='kw'>nGenes</span> <span class='kw'>=</span> <span class='fl'>1000</span>, <span class='kw'>batchCells</span> <span class='kw'>=</span> <span class='fl'>20</span>)</div><div class='output co'>#&gt; <span class='message'>Getting parameters...</span></div><div class='output co'>#&gt; <span class='message'>Creating simulation object...</span></div><div class='output co'>#&gt; <span class='message'>Simulating library sizes...</span></div><div class='output co'>#&gt; <span class='message'>Simulating gene means...</span></div><div class='output co'>#&gt; <span class='message'>Simulating BCV...</span></div><div class='output co'>#&gt; <span class='message'>Simulating counts..</span></div><div class='output co'>#&gt; <span class='message'>Simulating dropout (if needed)...</span></div><div class='output co'>#&gt; <span class='message'>Done!</span></div><div class='input'><span class='no'>sim2</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='simpleSimulate.html'>simpleSimulate</a></span>(<span class='kw'>nGenes</span> <span class='kw'>=</span> <span class='fl'>1000</span>, <span class='kw'>nCells</span> <span class='kw'>=</span> <span class='fl'>20</span>)</div><div class='output co'>#&gt; <span class='message'>Simulating means...</span></div><div class='output co'>#&gt; <span class='message'>Simulating counts...</span></div><div class='output co'>#&gt; <span class='message'>Creating final dataset...</span></div><div class='input'><span class='no'>difference</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='diffSCEs.html'>diffSCEs</a></span>(<span class='fu'>list</span>(<span class='kw'>Splat</span> <span class='kw'>=</span> <span class='no'>sim1</span>, <span class='kw'>Simple</span> <span class='kw'>=</span> <span class='no'>sim2</span>), <span class='kw'>ref</span> <span class='kw'>=</span> <span class='st'>"Simple"</span>)</div><div class='output co'>#&gt; <span class='message'>Note that the names of some metrics have changed, see 'Renamed metrics' in ?calculateQCMetrics.</span>
+    <pre class="examples"><div class='input'><span class='no'>sim1</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='splatSimulate.html'>splatSimulate</a></span>(<span class='kw'>nGenes</span> <span class='kw'>=</span> <span class='fl'>1000</span>, <span class='kw'>batchCells</span> <span class='kw'>=</span> <span class='fl'>20</span>)</div><div class='output co'>#&gt; <span class='message'>Getting parameters...</span></div><div class='output co'>#&gt; <span class='message'>Creating simulation object...</span></div><div class='output co'>#&gt; <span class='message'>Simulating library sizes...</span></div><div class='output co'>#&gt; <span class='message'>Simulating gene means...</span></div><div class='output co'>#&gt; <span class='message'>Simulating BCV...</span></div><div class='output co'>#&gt; <span class='message'>Simulating counts...</span></div><div class='output co'>#&gt; <span class='message'>Simulating dropout (if needed)...</span></div><div class='output co'>#&gt; <span class='message'>Done!</span></div><div class='input'><span class='no'>sim2</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='simpleSimulate.html'>simpleSimulate</a></span>(<span class='kw'>nGenes</span> <span class='kw'>=</span> <span class='fl'>1000</span>, <span class='kw'>nCells</span> <span class='kw'>=</span> <span class='fl'>20</span>)</div><div class='output co'>#&gt; <span class='message'>Simulating means...</span></div><div class='output co'>#&gt; <span class='message'>Simulating counts...</span></div><div class='output co'>#&gt; <span class='message'>Creating final dataset...</span></div><div class='input'><span class='no'>difference</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='diffSCEs.html'>diffSCEs</a></span>(<span class='fu'>list</span>(<span class='kw'>Splat</span> <span class='kw'>=</span> <span class='no'>sim1</span>, <span class='kw'>Simple</span> <span class='kw'>=</span> <span class='no'>sim2</span>), <span class='kw'>ref</span> <span class='kw'>=</span> <span class='st'>"Simple"</span>)</div><div class='output co'>#&gt; <span class='message'>Note that the names of some metrics have changed, see 'Renamed metrics' in ?calculateQCMetrics.</span>
 #&gt; <span class='message'>Old names are currently maintained for back-compatibility, but may be removed in future releases.</span></div><div class='output co'>#&gt; <span class='message'>Note that the names of some metrics have changed, see 'Renamed metrics' in ?calculateQCMetrics.</span>
 #&gt; <span class='message'>Old names are currently maintained for back-compatibility, but may be removed in future releases.</span></div><div class='input'><span class='no'>summary</span> <span class='kw'>&lt;-</span> <span class='fu'>summariseDiff</span>(<span class='no'>difference</span>)
 <span class='fu'>head</span>(<span class='no'>summary</span>)</div><div class='output co'>#&gt;   Dataset Statistic          MAD MADScaled MADRank          MAE MAEScaled
-#&gt; 1   Splat      Mean     2.617539       NaN       1     2.620761       NaN
-#&gt; 2   Splat  Variance    11.320287       NaN       1    10.223665       NaN
-#&gt; 3   Splat ZerosGene    35.000000       NaN       1    41.665000       NaN
-#&gt; 4   Splat   MeanVar    10.533179       NaN       1    12.061862       NaN
-#&gt; 5   Splat MeanZeros    45.000000       NaN       1    43.805000       NaN
-#&gt; 6   Splat   LibSize 59620.000000       NaN       1 62014.200000       NaN
+#&gt; 1   Splat      Mean     2.808554       NaN       1     2.772518       NaN
+#&gt; 2   Splat  Variance    11.361681       NaN       1    10.428142       NaN
+#&gt; 3   Splat ZerosGene    40.000000       NaN       1    45.485000       NaN
+#&gt; 4   Splat   MeanVar    10.717219       NaN       1    12.528423       NaN
+#&gt; 5   Splat MeanZeros    47.500000       NaN       1    45.605000       NaN
+#&gt; 6   Splat   LibSize 50259.000000       NaN       1 55938.050000       NaN
 #&gt;   MAERank         RMSE RMSEScaled RMSERank
-#&gt; 1       1     3.164726        NaN        1
-#&gt; 2       1    12.986116        NaN        1
-#&gt; 3       1    45.973090        NaN        1
-#&gt; 4       1    15.097781        NaN        1
-#&gt; 5       1    53.529198        NaN        1
-#&gt; 6       1 63276.140327        NaN        1</div></pre>
+#&gt; 1       1     3.327546        NaN        1
+#&gt; 2       1    13.298290        NaN        1
+#&gt; 3       1    49.252157        NaN        1
+#&gt; 4       1    15.695765        NaN        1
+#&gt; 5       1    54.819020        NaN        1
+#&gt; 6       1 56998.524432        NaN        1</div></pre>
   </div>
   <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
     <h2>Contents</h2>
@@ -167,5 +190,8 @@ Error (RMSE) for the various properties and ranks them.</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/winsorize.html b/docs/reference/winsorize.html
index f5a1067..22343e1 100644
--- a/docs/reference/winsorize.html
+++ b/docs/reference/winsorize.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Winsorize vector — winsorize" />
+
+<meta property="og:description" content="Set outliers in a numeric vector to a specified percentile." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,19 +112,23 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Winsorize vector</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/utils.R'><code>R/utils.R</code></a></small>
+    <div class="hidden name"><code>winsorize.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Set outliers in a numeric vector to a specified percentile.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>winsorize</span>(<span class='no'>x</span>, <span class='no'>q</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -149,5 +170,8 @@
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/zinbEstimate.html b/docs/reference/zinbEstimate.html
index 1189996..00b5709 100644
--- a/docs/reference/zinbEstimate.html
+++ b/docs/reference/zinbEstimate.html
@@ -18,13 +18,28 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="Estimate ZINB-WaVE simulation parameters — zinbEstimate" />
+
+<meta property="og:description" content="Estimate simulation parameters for the ZINB-WaVE simulation from a real
+dataset." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +49,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +72,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +87,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +105,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,16 +113,20 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>Estimate ZINB-WaVE simulation parameters</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/zinb-estimate.R'><code>R/zinb-estimate.R</code></a></small>
+    <div class="hidden name"><code>zinbEstimate.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Estimate simulation parameters for the ZINB-WaVE simulation from a real
 dataset.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>zinbEstimate</span>(<span class='no'>counts</span>, <span class='kw'>design.samples</span> <span class='kw'>=</span> <span class='kw'>NULL</span>, <span class='kw'>design.genes</span> <span class='kw'>=</span> <span class='kw'>NULL</span>,
   <span class='kw'>common.disp</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='kw'>iter.init</span> <span class='kw'>=</span> <span class='fl'>2</span>, <span class='kw'>iter.opt</span> <span class='kw'>=</span> <span class='fl'>25</span>, <span class='kw'>stop.opt</span> <span class='kw'>=</span> <span class='fl'>1e-04</span>,
@@ -122,7 +144,7 @@ dataset.</p>
   <span class='kw'>stop.opt</span> <span class='kw'>=</span> <span class='fl'>1e-04</span>, <span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newZINBParams</a></span>(), <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>,
   <span class='kw'>BPPARAM</span> <span class='kw'>=</span> <span class='fu'>SerialParam</span>(), <span class='no'>...</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -224,5 +246,8 @@ the fitted model and inserts it into a <code><a href='ZINBParams.html'>ZINBParam
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/reference/zinbSimulate.html b/docs/reference/zinbSimulate.html
index bfd1113..7ee2636 100644
--- a/docs/reference/zinbSimulate.html
+++ b/docs/reference/zinbSimulate.html
@@ -18,13 +18,27 @@
 <!-- Font Awesome icons -->
 <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-T8Gy5hrqNKT+hzMclPo118YTQO6cYprQmhrYwIiQ/3axmI1hQomh7Ud2hPOy8SP1" crossorigin="anonymous">
 
+<!-- clipboard.js -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/1.7.1/clipboard.min.js" integrity="sha384-cV+rhyOuRHc9Ub/91rihWcGmMmCXDeksTtCihMupQHSsi8GIIRDG0ThDc3HGQFJ3" crossorigin="anonymous"></script>
+
+<!-- sticky kit -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
-<script src="../jquery.sticky-kit.min.js"></script>
 <script src="../pkgdown.js"></script>
+
+
+
   <link href="../extra.css" rel="stylesheet">
   
+<meta property="og:title" content="ZINB-WaVE simulation — zinbSimulate" />
+
+<meta property="og:description" content="Simulate counts using the ZINB-WaVE method." />
+<meta name="twitter:card" content="summary" />
+
+
+
 <!-- mathjax -->
 <script src='https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML'></script>
 
@@ -34,16 +48,14 @@
 <![endif]-->
 
 
-<!-- Google analytics -->
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-52309538-4"></script>
 <script>
-  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-  })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-
-  ga('create', 'UA-52309538-4', 'auto');
-  ga('send', 'pageview');
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
 
+  gtag('config', 'UA-52309538-4');
 </script>
 
   </head>
@@ -59,8 +71,12 @@
         <span class="icon-bar"></span>
         <span class="icon-bar"></span>
       </button>
-      <a class="navbar-brand" href="../index.html">splatter</a>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">Splatter</a>
+        <span class="label label-default" data-toggle="tooltip" data-placement="bottom" title="Released package">1.5.1</span>
+      </span>
     </div>
+
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
@@ -70,13 +86,13 @@
   </a>
 </li>
 <li>
-  <a href="../articles/splatter.html">Get Started</a>
+  <a href="../articles/splatter.html">Get started</a>
 </li>
 <li>
   <a href="../reference/index.html">Reference</a>
 </li>
 <li>
-  <a href="../news/index.html">News</a>
+  <a href="../news/index.html">Changelog</a>
 </li>
       </ul>
       
@@ -88,6 +104,7 @@
   </a>
 </li>
       </ul>
+      
     </div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
@@ -95,19 +112,23 @@
       
       </header>
 
-      <div class="row">
+<div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
     <h1>ZINB-WaVE simulation</h1>
+    <small class="dont-index">Source: <a href='https://github.com/Oshlack/splatter/blob/master/R/zinb-simulate.R'><code>R/zinb-simulate.R</code></a></small>
+    <div class="hidden name"><code>zinbSimulate.Rd</code></div>
     </div>
 
+    <div class="ref-description">
     
     <p>Simulate counts using the ZINB-WaVE method.</p>
     
+    </div>
 
     <pre class="usage"><span class='fu'>zinbSimulate</span>(<span class='kw'>params</span> <span class='kw'>=</span> <span class='fu'><a href='newParams.html'>newZINBParams</a></span>(), <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='no'>...</span>)</pre>
     
-    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a> Arguments</h2>
+    <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
@@ -182,5 +203,8 @@ bioRxiv (2017).</p>
       </footer>
    </div>
 
+  
+
   </body>
 </html>
+
diff --git a/docs/sitemap.xml b/docs/sitemap.xml
new file mode 100644
index 0000000..aa9d8d2
--- /dev/null
+++ b/docs/sitemap.xml
@@ -0,0 +1,225 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
+  <url>
+    <loc>http://oshlack.github.io/splatter/index.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/BASiCSEstimate.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/BASiCSParams.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/BASiCSSimulate.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/Lun2Params.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/LunParams.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/MFAParams.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/Params.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/PhenoParams.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/SCDDParams.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/SimpleParams.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/SparseDCParams.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/SplatParams.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/ZINBParams.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/addFeatureStats.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/addGeneLengths.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/bridge.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/compareSCEs.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/diffSCEs.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/expandParams.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/getLNormFactors.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/getParam.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/getParams.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/getPathOrder.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/listSims.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/logistic.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/lun2Estimate.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/lun2Simulate.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/lunEstimate.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/lunSimulate.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/makeCompPanel.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/makeDiffPanel.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/makeOverallPanel.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/mfaEstimate.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/mfaSimulate.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/newParams.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/phenoEstimate.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/phenoSimulate.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/rbindMatched.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/scDDEstimate.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/scDDSimulate.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/setParam.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/setParamUnchecked.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/setParams.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/setParamsUnchecked.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/showDFs.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/showPP.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/showValues.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/simpleEstimate.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/simpleSimulate.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/sparseDCEstimate.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/sparseDCSimulate.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/splatEstBCV.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/splatEstDropout.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/splatEstLib.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/splatEstMean.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/splatEstOutlier.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/splatEstimate.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/splatSimBCVMeans.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/splatSimBatchCellMeans.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/splatSimBatchEffects.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/splatSimCellMeans.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/splatSimDE.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/splatSimDropout.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/splatSimGeneMeans.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/splatSimLibSizes.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/splatSimTrueCounts.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/splatSimulate.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/splatter.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/summariseDiff.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/winsorize.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/zinbEstimate.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/reference/zinbSimulate.html</loc>
+  </url>
+  <url>
+    <loc>http://oshlack.github.io/splatter/articles/splatter.html</loc>
+  </url>
+</urlset>
-- 
GitLab