From 0ab627534aa9c50725ebfb2002e3cd5ee080dafa Mon Sep 17 00:00:00 2001
From: Luke Zappia <lazappi@users.noreply.github.com>
Date: Fri, 13 Oct 2017 17:08:52 +1100
Subject: [PATCH] Version 1.1.8

---
 DESCRIPTION                                   |   4 +-
 NEWS.md                                       |   7 +-
 docs/articles/index.html                      |   2 +-
 docs/articles/splatter.html                   | 201 +++++++++-------
 .../figure-html/batch-groups-1.png            | Bin 92249 -> 91264 bytes
 .../splatter_files/figure-html/batches-1.png  | Bin 102500 -> 101924 bytes
 .../comparison-libsize-features-1.png         | Bin 61911 -> 61960 bytes
 .../figure-html/comparison-means-1.png        | Bin 57025 -> 57228 bytes
 .../figure-html/difference-1.png              | Bin 58848 -> 56896 bytes
 .../figure-html/difference-qq-1.png           | Bin 99182 -> 99828 bytes
 .../splatter_files/figure-html/groups-1.png   | Bin 99284 -> 100281 bytes
 .../splatter_files/figure-html/paths-1.png    | Bin 101599 -> 102712 bytes
 .../splatter_files/figure-html/pca-1.png      | Bin 57901 -> 59009 bytes
 docs/authors.html                             |  14 +-
 docs/news/index.html                          |  10 +
 docs/reference/BASiCSEstimate.html            | 226 ++++++++++++++++++
 docs/reference/BASiCSParams.html              | 170 +++++++++++++
 docs/reference/BASiCSSimulate.html            | 181 ++++++++++++++
 docs/reference/Lun2Params.html                |   2 +-
 docs/reference/addGeneLengths.html            |  16 +-
 docs/reference/expandParams.html              |   3 +
 docs/reference/index.html                     |  66 +++--
 docs/reference/listSims.html                  |  18 +-
 docs/reference/lun2Simulate.html              |   4 +-
 docs/reference/lunEstimate.html               |   2 +-
 docs/reference/mfaEstimate.html               |   2 +-
 docs/reference/newParams.html                 |   4 +-
 docs/reference/phenoEstimate.html             |   2 +-
 docs/reference/setParam.html                  |   5 +-
 docs/reference/setParams.html                 |   6 +-
 docs/reference/simpleEstimate.html            |   2 +-
 docs/reference/splatEstimate.html             |   2 +-
 docs/reference/splatSimulate.html             |   9 +
 docs/reference/summariseDiff.html             |  24 +-
 docs/reference/zinbEstimate.html              |  70 +-----
 inst/NEWS.Rd                                  |  17 ++
 36 files changed, 843 insertions(+), 226 deletions(-)
 create mode 100644 docs/reference/BASiCSEstimate.html
 create mode 100644 docs/reference/BASiCSParams.html
 create mode 100644 docs/reference/BASiCSSimulate.html

diff --git a/DESCRIPTION b/DESCRIPTION
index a57545e..2bcc42c 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,8 +1,8 @@
 Package: splatter
 Type: Package
 Title: Simple Simulation of Single-cell RNA Sequencing Data
-Version: 1.1.7
-Date: 2017-10-05
+Version: 1.1.8
+Date: 2017-10-13
 Author: Luke Zappia
 Authors@R:
     c(person("Luke", "Zappia", role = c("aut", "cre"),
diff --git a/NEWS.md b/NEWS.md
index 9066d35..cd02c60 100644
--- a/NEWS.md
+++ b/NEWS.md
@@ -1,3 +1,9 @@
+## Version 1.1.8 (2017-10-13)
+
+* Add BASiCS simulation
+* Update Splatter citation
+* Update Lun2 reference
+
 ## Version 1.1.7 (2017-10-05)
 
 * Add PhenoPath simulation
@@ -209,4 +215,3 @@
 
 * Added splatParams object
 * Added functions for interacting with splatParams
-
diff --git a/docs/articles/index.html b/docs/articles/index.html
index 3a8201b..0397c06 100644
--- a/docs/articles/index.html
+++ b/docs/articles/index.html
@@ -96,7 +96,7 @@
       </header>
 
       <div class="page-header">
-  <h1>Articles <small>version&nbsp;1.1.7</small></h1>
+  <h1>Articles <small>version&nbsp;1.1.8</small></h1>
 </div>
 
 <div class="row">
diff --git a/docs/articles/splatter.html b/docs/articles/splatter.html
index 93aae15..e0d8ac2 100644
--- a/docs/articles/splatter.html
+++ b/docs/articles/splatter.html
@@ -76,7 +76,7 @@
       <h1>Introduction to Splatter</h1>
                         <h4 class="author">Luke Zappia</h4>
             
-            <h4 class="date">2017-10-05</h4>
+            <h4 class="date">2017-10-13</h4>
           </div>
 
     
@@ -317,7 +317,7 @@ params</code></pre></div>
 ## 
 ## Global: 
 ## (Genes)  (Cells)   [Seed]  
-##   10000      100   882480  
+##   10000      100   237407  
 ## 
 ## 27 additional parameters 
 ## 
@@ -390,7 +390,7 @@ params</code></pre></div>
 ## 
 ## Global: 
 ## (GENES)  (Cells)   [Seed]  
-##    8000      100   882480  
+##    8000      100   237407  
 ## 
 ## 27 additional parameters 
 ## 
@@ -501,45 +501,45 @@ sc_example_counts[<span class="dv">1</span><span class="op">:</span><span class=
 <div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="co"># Access the counts</span>
 <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>]</code></pre></div>
 <pre><code>##       Cell1 Cell2 Cell3 Cell4 Cell5
-## Gene1     0     0     2     0    22
-## Gene2 25024   156     1    24     0
-## Gene3   185   126     2     0     0
-## Gene4    17     0     1     0     0
-## Gene5     0     0     0     0     0</code></pre>
+## Gene1   208     2     0     0     0
+## Gene2    48     0     0     0     0
+## Gene3     0     0     0   240     0
+## Gene4     0     0    12   626     0
+## Gene5    58     0    47     0     0</code></pre>
 <div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="co"># Information about genes</span>
 <span class="kw">head</span>(<span class="kw">rowData</span>(sim))</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;
-## 1    Gene1 5.975143e+00             1 5.975143e+00
-## 2    Gene2 6.047020e+02             1 6.047020e+02
-## 3    Gene3 3.407454e+02             1 3.407454e+02
-## 4    Gene4 1.041869e+00             1 1.041869e+00
-## 5    Gene5 6.429022e-03             1 6.429022e-03
-## 6    Gene6 5.051255e+02             1 5.051255e+02</code></pre>
+##       Gene BaseGeneMean OutlierFactor    GeneMean
+##   &lt;factor&gt;    &lt;numeric&gt;     &lt;numeric&gt;   &lt;numeric&gt;
+## 1    Gene1   8.84938916             1  8.84938916
+## 2    Gene2   2.09254274             1  2.09254274
+## 3    Gene3  76.54642638             1 76.54642638
+## 4    Gene4  48.29447650             1 48.29447650
+## 5    Gene5   8.38049805             1  8.38049805
+## 6    Gene6   0.03711706             1  0.03711706</code></pre>
 <div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="co"># Information about cells</span>
 <span class="kw">head</span>(<span class="kw">colData</span>(sim))</code></pre></div>
 <pre><code>## DataFrame with 6 rows and 3 columns
 ##           Cell       Batch ExpLibSize
 ##       &lt;factor&gt; &lt;character&gt;  &lt;numeric&gt;
-## Cell1    Cell1      Batch1   413957.7
-## Cell2    Cell2      Batch1   476887.9
-## Cell3    Cell3      Batch1   367310.0
-## Cell4    Cell4      Batch1   147775.6
-## Cell5    Cell5      Batch1   193681.3
-## Cell6    Cell6      Batch1   590802.3</code></pre>
+## Cell1    Cell1      Batch1   369673.5
+## Cell2    Cell2      Batch1   837884.1
+## Cell3    Cell3      Batch1   211900.0
+## Cell4    Cell4      Batch1   469342.1
+## Cell5    Cell5      Batch1   358101.8
+## Cell6    Cell6      Batch1   984061.6</code></pre>
 <div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="co"># Gene by cell matrices</span>
 <span class="kw">names</span>(<span class="kw">assays</span>(sim))</code></pre></div>
 <pre><code>## [1] "BatchCellMeans" "BaseCellMeans"  "BCV"            "CellMeans"     
 ## [5] "TrueCounts"     "counts"</code></pre>
 <div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="co"># Example of cell means matrix</span>
 <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>]</code></pre></div>
-<pre><code>##              Cell1        Cell2      Cell3        Cell4        Cell5
-## Gene1 4.400164e-01 6.304542e-02 1.10406696 8.139464e-10 2.335664e+01
-## Gene2 2.526252e+04 1.595860e+02 0.03470768 2.065810e+01 6.231519e-02
-## Gene3 1.899993e+02 1.229909e+02 1.03528470 4.606624e-03 1.921180e-06
-## Gene4 1.421395e+01 5.383794e-10 0.34678991 7.669389e-03 2.339044e-18
-## Gene5 3.522450e-87 2.621383e-03 0.01039596 3.410733e-82 1.870620e-46</code></pre>
+<pre><code>##              Cell1        Cell2        Cell3        Cell4        Cell5
+## Gene1 1.777352e+02 6.087412e-01 6.358857e-17 5.040406e-01 3.086920e-06
+## Gene2 5.735710e+01 8.038331e-06 1.675001e-06 9.275255e-02 5.368496e-08
+## Gene3 1.307104e-03 4.675363e-09 7.657201e-20 2.453874e+02 1.578852e+00
+## Gene4 2.107991e-04 1.060652e-03 1.201788e+01 6.365346e+02 5.394848e-17
+## Gene5 6.441256e+01 8.666657e-05 4.797971e+01 9.699099e-08 8.152520e-15</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"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">plotPCA</span>(sim, <span class="dt">exprs_values =</span> <span class="st">"counts"</span>)</code></pre></div>
 <p><img src="splatter_files/figure-html/pca-1.png" width="576" style="display: block; margin: auto;"></p>
@@ -640,7 +640,7 @@ sc_example_counts[<span class="dv">1</span><span class="op">:</span><span class=
 <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"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw"><a href="../reference/listSims.html">listSims</a></span>()</code></pre></div>
-<pre><code>## Splatter currently contains 9 simulations 
+<pre><code>## Splatter currently contains 11 simulations 
 ## 
 ## Splat (splat) 
 ## DOI:      GitHub:  
@@ -676,7 +676,15 @@ sc_example_counts[<span class="dv">1</span><span class="op">:</span><span class=
 ## 
 ## mfa (mfa) 
 ## DOI: 10.12688/wellcomeopenres.11087.1     GitHub: kieranrcampbell/mfa 
-## The mfa simulation produces a bifurcating pseudotime trajectory. This can optionally include genes with transient changes in expression and added dropout.</code></pre>
+## The mfa simulation produces a bifurcating pseudotime trajectory. This can optionally include genes with transient changes in expression and added dropout. 
+## 
+## PhenoPath (pheno) 
+## DOI: 10.1101/159913   GitHub: kieranrcampbell/phenopath 
+## The PhenoPath simulation produces a pseudotime trajectory with different types of genes. 
+## 
+## ZINB-WaVE (zinb) 
+## DOI: 10.1101/125112   GitHub: drisso/zinbwave 
+## The ZINB-WaVE simulation simulates counts from a sophisticated zero-inflated negative-binomial distribution including cell and gene-level covariates.</code></pre>
 <p>(or more conveniently for the vignette as a table)</p>
 <div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">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>))</code></pre></div>
 <table class="table">
@@ -751,6 +759,20 @@ sc_example_counts[<span class="dv">1</span><span class="op">:</span><span class=
 <td align="left">kieranrcampbell/mfa</td>
 <td align="left">The mfa simulation produces a bifurcating pseudotime trajectory. This can optionally include genes with transient changes in expression and added dropout.</td>
 </tr>
+<tr class="even">
+<td align="left">PhenoPath</td>
+<td align="left">pheno</td>
+<td align="left">10.1101/159913</td>
+<td align="left">kieranrcampbell/phenopath</td>
+<td align="left">The PhenoPath simulation produces a pseudotime trajectory with different types of genes.</td>
+</tr>
+<tr class="odd">
+<td align="left">ZINB-WaVE</td>
+<td align="left">zinb</td>
+<td align="left">10.1101/125112</td>
+<td align="left">drisso/zinbwave</td>
+<td align="left">The ZINB-WaVE simulation simulates counts from a sophisticated zero-inflated negative-binomial distribution including cell and gene-level covariates.</td>
+</tr>
 </tbody>
 </table>
 <p>Each simulation has it’s own prefix which gives the name of the functions associated with that simulation. For example the prefix for the simple simulation is <code>simple</code> so it would store it’s parameters in a <code>SimpleParams</code> object that can be created using <code><a href="../reference/newParams.html">newSimpleParams()</a></code> or estimated from real data using <code><a href="../reference/simpleEstimate.html">simpleEstimate()</a></code>. To simulate data using that simulation you would use <code><a href="../reference/simpleSimulate.html">simpleSimulate()</a></code>. Each simulation returns a <code>SingleCellExperiment</code> object with intermediate values similar to that returned by <code><a href="../reference/splatSimulate.html">splatSimulate()</a></code>. For more detailed information on each simulation see the appropriate help page (eg. <code><a href="../reference/simpleSimulate.html">?simpleSimulate</a></code> for information on how the simple simulation works or <code><a href="../reference/lun2Estimate.html">? lun2Estimate</a></code> for details of how the Lun 2 simulation estimates parameters) or refer to the appropriate paper or package.</p>
@@ -765,21 +787,21 @@ sim &lt;-<span class="st"> </span><span class="kw"><a href="../reference/addGene
 <pre><code>## DataFrame with 6 rows and 3 columns
 ##       Gene   GeneMean    Length
 ##   &lt;factor&gt;  &lt;numeric&gt; &lt;numeric&gt;
-## 1    Gene1 1.60506942      1775
-## 2    Gene2 2.17500094      4361
-## 3    Gene3 1.16851643      2915
-## 4    Gene4 0.01040965     16794
-## 5    Gene5 0.06781127       948
-## 6    Gene6 3.03114500      3089</code></pre>
+## 1    Gene1 0.11512934      9592
+## 2    Gene2 1.08395798      1260
+## 3    Gene3 0.07297126      7150
+## 4    Gene4 0.52861074      2131
+## 5    Gene5 2.07154719      1787
+## 6    Gene6 1.48581784       885</code></pre>
 <p>We can then use <code>scater</code> to calculate TPM:</p>
 <div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">tpm</span>(sim) &lt;-<span class="st"> </span><span class="kw">calculateTPM</span>(sim, <span class="kw">rowData</span>(sim)<span class="op">$</span>Length)
 <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>]</code></pre></div>
 <pre><code>##            Cell1      Cell2      Cell3      Cell4      Cell5
-## Gene1 0.08215535 0.04069785 0.08360619 0.08404271 0.08403017
-## Gene2 0.03343860 0.01656470 0.13611647 0.00000000 0.06840337
-## Gene3 0.00000000 0.02478171 0.05090943 0.02558762 0.02558380
-## Gene4 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
-## Gene5 0.00000000 0.07620114 0.00000000 0.00000000 0.00000000</code></pre>
+## Gene1 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## Gene2 0.06020259 0.00000000 0.05823678 0.00000000 0.11723920
+## Gene3 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000
+## Gene4 0.00000000 0.03420037 0.00000000 0.00000000 0.00000000
+## Gene5 0.12734516 0.16313595 0.08212461 0.08100124 0.08266446</code></pre>
 <p>The default method used by <code>addGeneLengths</code> to simulate lengths is to generate values from a log-normal distribution which are then rounded to give an integer length. The parameters for this distribution are based on human protein coding genes but can be adjusted if needed (for example for other species). Alternatively lengths can be sampled from a provided vector (see <code><a href="../reference/addGeneLengths.html">?addGeneLengths</a></code> for details and an example).</p>
 </div>
 <div id="comparing-simulations-and-real-data" class="section level1">
@@ -856,7 +878,7 @@ cowplot<span class="op">::</span><span class="kw"><a href="http://www.rdocumenta
 <h1 class="hasAnchor">
 <a href="#session-information" class="anchor"></a>Session information</h1>
 <div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">sessionInfo</span>()</code></pre></div>
-<pre><code>## R version 3.4.1 (2017-06-30)
+<pre><code>## R version 3.4.2 (2017-09-28)
 ## Platform: x86_64-apple-darwin15.6.0 (64-bit)
 ## Running under: macOS Sierra 10.12.6
 ## 
@@ -872,54 +894,61 @@ cowplot<span class="op">::</span><span class="kw"><a href="http://www.rdocumenta
 ## [8] methods   base     
 ## 
 ## other attached packages:
-##  [1] splatter_1.1.6              scater_1.5.16              
+##  [1] splatter_1.1.7              scater_1.5.16              
 ##  [3] SingleCellExperiment_0.99.4 SummarizedExperiment_1.7.10
 ##  [5] DelayedArray_0.3.21         matrixStats_0.52.2         
-##  [7] GenomicRanges_1.29.14       GenomeInfoDb_1.13.4        
-##  [9] IRanges_2.11.17             S4Vectors_0.15.10          
-## [11] ggplot2_2.2.1.9000          Biobase_2.37.2             
-## [13] BiocGenerics_0.23.2        
+##  [7] GenomicRanges_1.29.15       GenomeInfoDb_1.13.5        
+##  [9] IRanges_2.11.19             S4Vectors_0.15.12          
+## [11] ggplot2_2.2.1               Biobase_2.37.2             
+## [13] BiocGenerics_0.23.3        
 ## 
 ## loaded via a namespace (and not attached):
-##  [1] viridis_0.4.0           edgeR_3.19.6           
-##  [3] splines_3.4.1           bit64_0.9-7            
-##  [5] viridisLite_0.2.0       shiny_1.0.5            
-##  [7] assertthat_0.2.0        highr_0.6              
-##  [9] sp_1.2-5                blob_1.1.0             
-## [11] GenomeInfoDbData_0.99.1 vipor_0.4.5            
-## [13] yaml_2.1.14             progress_1.1.2         
-## [15] RSQLite_2.0             backports_1.1.1        
-## [17] lattice_0.20-35         glue_1.1.1             
-## [19] limma_3.33.12           digest_0.6.12          
-## [21] checkmate_1.8.4         XVector_0.17.1         
-## [23] colorspace_1.3-2        cowplot_0.8.0          
-## [25] htmltools_0.3.6         httpuv_1.3.5           
-## [27] Matrix_1.2-11           plyr_1.8.4             
-## [29] XML_3.98-1.9            pkgconfig_2.0.1        
-## [31] biomaRt_2.33.4          zlibbioc_1.23.0        
-## [33] xtable_1.8-2            scales_0.5.0.9000      
-## [35] BiocParallel_1.11.9     tibble_1.3.4           
-## [37] lazyeval_0.2.0          survival_2.41-3        
-## [39] magrittr_1.5            mime_0.5               
-## [41] memoise_1.1.0           evaluate_0.10.1        
-## [43] MASS_7.3-47             beeswarm_0.2.3         
-## [45] shinydashboard_0.6.1    fitdistrplus_1.0-9     
-## [47] tools_3.4.1             data.table_1.10.4      
-## [49] prettyunits_1.0.2       stringr_1.2.0          
-## [51] munsell_0.4.3           locfit_1.5-9.1         
-## [53] AnnotationDbi_1.39.3    bindrcpp_0.2           
-## [55] akima_0.6-2             compiler_3.4.1         
-## [57] rlang_0.1.2             rhdf5_2.21.6           
-## [59] grid_3.4.1              RCurl_1.95-4.8         
-## [61] tximport_1.5.0          rjson_0.2.15           
-## [63] labeling_0.3            bitops_1.0-6           
-## [65] rmarkdown_1.6           gtable_0.2.0           
-## [67] DBI_0.7                 reshape2_1.4.2         
-## [69] R6_2.2.2                gridExtra_2.3          
-## [71] knitr_1.17              dplyr_0.7.4            
-## [73] bit_1.1-12              bindr_0.1              
-## [75] rprojroot_1.2           stringi_1.1.5          
-## [77] ggbeeswarm_0.6.0        Rcpp_0.12.13</code></pre>
+##  [1] bitops_1.0-6            bit64_0.9-7            
+##  [3] progress_1.1.2          rprojroot_1.2          
+##  [5] zinbwave_0.99.9         numDeriv_2016.8-1      
+##  [7] tools_3.4.2             backports_1.1.1        
+##  [9] R6_2.2.2                vipor_0.4.5            
+## [11] DBI_0.7                 lazyeval_0.2.0         
+## [13] colorspace_1.3-2        sp_1.2-5               
+## [15] gridExtra_2.3           prettyunits_1.0.2      
+## [17] bit_1.1-12              compiler_3.4.2         
+## [19] glmnet_2.0-13           pspline_1.0-18         
+## [21] labeling_0.3            scales_0.5.0           
+## [23] checkmate_1.8.4         mvtnorm_1.0-6          
+## [25] stringr_1.2.0           digest_0.6.12          
+## [27] rmarkdown_1.6           XVector_0.17.1         
+## [29] pkgconfig_2.0.1         htmltools_0.3.6        
+## [31] akima_0.6-2             highr_0.6              
+## [33] stabledist_0.7-1        ADGofTest_0.3          
+## [35] limma_3.33.14           rlang_0.1.2.9000       
+## [37] RSQLite_2.0             shiny_1.0.5            
+## [39] bindr_0.1               BiocParallel_1.11.11   
+## [41] dplyr_0.7.4             RCurl_1.95-4.8         
+## [43] magrittr_1.5            GenomeInfoDbData_0.99.1
+## [45] Matrix_1.2-11           Rcpp_0.12.13           
+## [47] ggbeeswarm_0.6.0        munsell_0.4.3          
+## [49] viridis_0.4.0           stringi_1.1.5          
+## [51] yaml_2.1.14             edgeR_3.19.7           
+## [53] MASS_7.3-47             zlibbioc_1.23.0        
+## [55] rhdf5_2.21.6            plyr_1.8.4             
+## [57] grid_3.4.2              blob_1.1.0             
+## [59] shinydashboard_0.6.1    lattice_0.20-35        
+## [61] cowplot_0.8.0           splines_3.4.2          
+## [63] locfit_1.5-9.1          knitr_1.17             
+## [65] rjson_0.2.15            softImpute_1.4         
+## [67] codetools_0.2-15        reshape2_1.4.2         
+## [69] biomaRt_2.33.4          XML_3.98-1.9           
+## [71] glue_1.1.1              evaluate_0.10.1        
+## [73] data.table_1.10.4-2     httpuv_1.3.5           
+## [75] foreach_1.4.3           gtable_0.2.0           
+## [77] assertthat_0.2.0        mime_0.5               
+## [79] xtable_1.8-2            survival_2.41-3        
+## [81] pcaPP_1.9-72            viridisLite_0.2.0      
+## [83] gsl_1.9-10.3            tibble_1.3.4           
+## [85] copula_0.999-18         iterators_1.0.8        
+## [87] AnnotationDbi_1.39.4    beeswarm_0.2.3         
+## [89] memoise_1.1.0           tximport_1.5.1         
+## [91] bindrcpp_0.2            fitdistrplus_1.0-9</code></pre>
 </div>
 </div>
   </div>
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diff --git a/docs/authors.html b/docs/authors.html
index 8b6f31e..52fbe40 100644
--- a/docs/authors.html
+++ b/docs/authors.html
@@ -103,17 +103,17 @@
     </div>
 
     <p>Zappia L, Phipson B and Oshlack A (2017).
-&ldquo;Splatter: Simulation Of Single-Cell RNA Sequencing Data.&rdquo;
-<em>bioRxiv</em>.
-doi: <a href="http://doi.org/10.1101/133173">10.1101/133173</a>, <a href="http://dx.doi.org/10.1101/133173">http://dx.doi.org/10.1101/133173</a>. 
+&ldquo;Splatter: simulation of single-cell RNA sequencing data.&rdquo;
+<em>Genome Biology</em>.
+doi: <a href="http://doi.org/10.1186/s13059-017-1305-0">10.1186/s13059-017-1305-0</a>, <a href="http://dx.doi.org/10.1186/s13059-017-1305-0">http://dx.doi.org/10.1186/s13059-017-1305-0</a>. 
 </p>
     <pre>@Article{,
   author = {Luke Zappia and Belinda Phipson and Alicia Oshlack},
-  title = {Splatter: Simulation Of Single-Cell RNA Sequencing Data},
-  journal = {bioRxiv},
+  title = {Splatter: simulation of single-cell RNA sequencing data},
+  journal = {Genome Biology},
   year = {2017},
-  url = {http://dx.doi.org/10.1101/133173},
-  doi = {10.1101/133173},
+  url = {http://dx.doi.org/10.1186/s13059-017-1305-0},
+  doi = {10.1186/s13059-017-1305-0},
 }</pre>
     <div class="page-header">
       <h1>Authors</h1>
diff --git a/docs/news/index.html b/docs/news/index.html
index a33131e..71c2603 100644
--- a/docs/news/index.html
+++ b/docs/news/index.html
@@ -103,6 +103,15 @@
     </div>
 
     <div class="contents">
+    <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 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>
@@ -448,6 +457,7 @@
     <div id="tocnav">
       <h2>Contents</h2>
       <ul class="nav nav-pills nav-stacked">
+        <li><a href="#version-1-1-8-2017-10-13">1.1.8</a></li>
         <li><a href="#version-1-1-7-2017-10-05">1.1.7</a></li>
         <li><a href="#version-1-1-6-2017-10-02">1.1.6</a></li>
         <li><a href="#version-1-1-5-2017-09-13">1.1.5</a></li>
diff --git a/docs/reference/BASiCSEstimate.html b/docs/reference/BASiCSEstimate.html
new file mode 100644
index 0000000..ba67f96
--- /dev/null
+++ b/docs/reference/BASiCSEstimate.html
@@ -0,0 +1,226 @@
+<!-- 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">
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+<title>Estimate BASiCS simulation parameters — BASiCSEstimate • Splatter</title>
+
+<!-- jquery -->
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+<!-- Bootstrap -->
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+<!-- Font Awesome icons -->
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+
+
+<!-- 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">
+  
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+<![endif]-->
+
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+  <a href="../articles/splatter.html">Get Started</a>
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+  <a href="../news/index.html">News</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>
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+      <div class="row">
+  <div class="col-md-9 contents">
+    <div class="page-header">
+    <h1>Estimate BASiCS simulation parameters</h1>
+    </div>
+
+    
+    <p>Estimate simulation parameters for the BASiCS simulation from a real dataset.</p>
+    
+
+    <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>,
+  <span class='kw'>progress</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='no'>...</span>)
+
+<span class='co'># S3 method for SCESet</span>
+<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>, <span class='kw'>progress</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='no'>...</span>)
+
+<span class='co'># S3 method for matrix</span>
+<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>, <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>
+    <table class="ref-arguments">
+    <colgroup><col class="name" /><col class="desc" /></colgroup>
+    <tr>
+      <th>counts</th>
+      <td><p>either a counts matrix or an SCESet object containing count
+data to estimate parameters from.</p></td>
+    </tr>
+    <tr>
+      <th>spike.info</th>
+      <td><p>data.frame describing spike-ins with two columns: "Name"
+giving the names of the spike-in features (must match
+<code>rownames(counts)</code>) and "Input" giving the number of input
+molecules.</p></td>
+    </tr>
+    <tr>
+      <th>batch</th>
+      <td><p>vector giving the batch that each cell belongs to.</p></td>
+    </tr>
+    <tr>
+      <th>n</th>
+      <td><p>total number of MCMC iterations. Must be <code>&gt;= max(4, thin)</code> and
+a multiple of <code>thin</code>.</p></td>
+    </tr>
+    <tr>
+      <th>thin</th>
+      <td><p>thining period for the MCMC sampler. Must be <code>&gt;= 2</code>.</p></td>
+    </tr>
+    <tr>
+      <th>burn</th>
+      <td><p>burn-in period for the MCMC sampler. Must be in the range
+<code>1 &lt;= burn &lt; n</code> and a multiple of <code>thin</code>.</p></td>
+    </tr>
+    <tr>
+      <th>params</th>
+      <td><p>BASiCSParams object to store estimated values in.</p></td>
+    </tr>
+    <tr>
+      <th>verbose</th>
+      <td><p>logical. Whether to print progress messages.</p></td>
+    </tr>
+    <tr>
+      <th>progress</th>
+      <td><p>logical. Whether to print additional BASiCS progress
+messages.</p></td>
+    </tr>
+    <tr>
+      <th>...</th>
+      <td><p>Optional parameters passed to <code><a href='http://www.rdocumentation.org/packages/BASiCS/topics/BASiCS_MCMC'>BASiCS_MCMC</a></code>.</p></td>
+    </tr>
+    </table>
+    
+    <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
+
+    <p>BASiCSParams object containing the estimated parameters.</p>
+    
+    <h2 class="hasAnchor" id="details"><a class="anchor" href="#details"></a>Details</h2>
+
+    <p>This function is just a wrapper around <code><a href='http://www.rdocumentation.org/packages/BASiCS/topics/BASiCS_MCMC'>BASiCS_MCMC</a></code> that
+takes the output and converts it to a BASiCSParams object. Either a set of
+spike-ins or batch information (or both) must be supplied. If only batch
+information is provided there must be at least two batches. See
+<code><a href='http://www.rdocumentation.org/packages/BASiCS/topics/BASiCS_MCMC'>BASiCS_MCMC</a></code> for details.</p>
+    
+
+    <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
+    <pre class="examples"><span class='co'># NOT RUN {</span>
+<span class='fu'>data</span>(<span class='st'>"sc_example_counts"</span>)
+<span class='no'>spike.info</span> <span class='kw'>&lt;-</span> <span class='fu'>data.frame</span>(<span class='kw'>Name</span> <span class='kw'>=</span> <span class='fu'>rownames</span>(<span class='no'>sc_example_counts</span>)[<span class='fl'>1</span>:<span class='fl'>10</span>],
+                         <span class='kw'>Input</span> <span class='kw'>=</span> <span class='fu'>rnorm</span>(<span class='fl'>10</span>, <span class='fl'>500</span>, <span class='fl'>200</span>),
+                         <span class='kw'>stringsAsFactors</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>)
+<span class='no'>params</span> <span class='kw'>&lt;-</span> <span class='fu'>BASiCSEstimate</span>(<span class='no'>sc_example_counts</span>[<span class='fl'>1</span>:<span class='fl'>50</span>, <span class='fl'>1</span>:<span class='fl'>20</span>],
+                         <span class='no'>spike.info</span>)
+<span class='no'>params</span>
+<span class='co'># }</span></pre>
+  </div>
+  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
+    <h2>Contents</h2>
+    <ul class="nav nav-pills nav-stacked">
+      <li><a href="#arguments">Arguments</a></li>
+      
+      <li><a href="#value">Value</a></li>
+
+      <li><a href="#details">Details</a></li>
+      
+      <li><a href="#examples">Examples</a></li>
+    </ul>
+
+  </div>
+</div>
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diff --git a/docs/reference/BASiCSParams.html b/docs/reference/BASiCSParams.html
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+    <div class="page-header">
+    <h1>The BASiCSParams class</h1>
+    </div>
+
+    
+    <p>S4 class that holds parameters for the BASiCS simulation.</p>
+    
+
+        
+    <h2 class="hasAnchor" id="parameters"><a class="anchor" href="#parameters"></a>Parameters</h2>
+
+    
+    <p>The BASiCS 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>
+    <dt><em>Batch parameters</em></dt><dd><p><dl class='dl-horizontal'>
+           <dt><code>nBatches</code></dt><dd><p>Number of batches to simulate.</p></dd>
+           <dt><code>batchCells</code></dt><dd><p>Number of cells in each batch.</p></dd>
+        </dl></p></dd>
+    <dt><em>Gene parameters</em></dt><dd><p><dl class='dl-horizontal'>
+            <dt><code>gene.params</code></dt><dd><p>A <code>data.frame</code> containing gene
+            parameters with two coloumns: <code>Mean</code> (mean expression for
+            each biological gene) and <code>Delta</code> (cell-to-cell
+            heterogeneity for each biological gene).</p></dd>
+        </dl></p></dd>
+    <dt><em>Spike-in parameters</em></dt><dd><p><dl class='dl-horizontal'>
+            <dt><code>nSpikes</code></dt><dd><p>The number of spike-ins to simulate.</p></dd>
+            <dt><code>spike.means</code></dt><dd><p>Input molecules for each spike-in.</p></dd>
+        </dl></p></dd>
+    <dt><em>Cell parameters</em></dt><dd><p><dl class='dl-horizontal'>
+            <dt><code>cell.params</code></dt><dd><p>A <code>data.frame</code> containing gene
+            parameters with two coloumns: <code>Phi</code> (mRNA content factor for
+            each cell, scaled to sum to the number of cells in each batch)
+            and <code>S</code> (capture efficient for each cell).</p></dd>
+        </dl></p></dd>
+    <dt><em>Variability parameters</em></dt><dd><p><dl class='dl-horizontal'>
+            <dt><code>theta</code></dt><dd><p>Technical variability parameter for each
+            batch.</p></dd>
+        </dl></p></dd>
+</dl>
+    <p>The parameters not shown in brackets can be estimated from real data using
+<code><a href='BASiCSEstimate.html'>BASiCSEstimate</a></code>. For details of the BASiCS simulation see
+<code><a href='BASiCSSimulate.html'>BASiCSSimulate</a></code>.</p>
+    
+
+  </div>
+  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
+    <h2>Contents</h2>
+    <ul class="nav nav-pills nav-stacked">
+      
+      <li><a href="#parameters">Parameters</a></li>
+          </ul>
+
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+</div>
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+    <div class="page-header">
+    <h1>BASiCS simulation</h1>
+    </div>
+
+    
+    <p>Simulate counts using the BASiCS method.</p>
+    
+
+    <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>
+    <table class="ref-arguments">
+    <colgroup><col class="name" /><col class="desc" /></colgroup>
+    <tr>
+      <th>params</th>
+      <td><p>BASiCSParams object containing simulation parameters.</p></td>
+    </tr>
+    <tr>
+      <th>verbose</th>
+      <td><p>logical. Whether to print progress messages</p></td>
+    </tr>
+    <tr>
+      <th>...</th>
+      <td><p>any additional parameter settings to override what is provided in
+<code>params</code>.</p></td>
+    </tr>
+    </table>
+    
+    <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
+
+    <p>SingleCellExperiment containing simulated counts</p>
+    
+    <h2 class="hasAnchor" id="details"><a class="anchor" href="#details"></a>Details</h2>
+
+    <p>This function is just a wrapper around <code><a href='http://www.rdocumentation.org/packages/BASiCS/topics/BASiCS_Sim'>BASiCS_Sim</a></code> that
+takes a <code><a href='BASiCSParams.html'>BASiCSParams</a></code>, runs the simulation then converts the
+output to an <code><a href='http://www.rdocumentation.org/packages/scater/topics/SCESet'>SCESet</a></code> object. See
+<code><a href='http://www.rdocumentation.org/packages/BASiCS/topics/BASiCS_Sim'>BASiCS_Sim</a></code> for more details of how the simulation
+works.</p>
+    
+    <h2 class="hasAnchor" id="references"><a class="anchor" href="#references"></a>References</h2>
+
+    <p>Vallejos CA, Marioni JC, Richardson S. BASiCS: Bayesian Analysis of
+Single-Cell Sequencing data. PLoS Comput. Biol. (2015).</p>
+<p>Paper: <a href='10.1371/journal.pcbi.1004333'>10.1371/journal.pcbi.1004333</a></p>
+<p>Code: <a href='https://github.com/catavallejos/BASiCS'>https://github.com/catavallejos/BASiCS</a></p>
+    
+
+    <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
+    <pre class="examples"><div class='input'><span class='no'>sim</span> <span class='kw'>&lt;-</span> <span class='fu'>BASiCSSimulate</span>()</div><div class='output co'>#&gt; <span class='message'>Getting parameters...</span></div><div class='output co'>#&gt; <span class='warning'>Warning: Number of gene.params not equal to nGenes, gene.params will be sampled.</span></div><div class='output co'>#&gt; <span class='warning'>Warning: Number of cell.params not equal to nCells, cell.params will be sampled.</span></div><div class='output co'>#&gt; <span class='message'>Simulating counts with BASiCS...</span></div><div class='output co'>#&gt; <span class='message'>Creating final dataset...</span></div><div class='output co'>#&gt; <span class='message'>Done!</span></div></pre>
+  </div>
+  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
+    <h2>Contents</h2>
+    <ul class="nav nav-pills nav-stacked">
+      <li><a href="#arguments">Arguments</a></li>
+      
+      <li><a href="#value">Value</a></li>
+
+      <li><a href="#details">Details</a></li>
+
+      <li><a href="#references">References</a></li>
+      
+      <li><a href="#examples">Examples</a></li>
+    </ul>
+
+  </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://hadley.github.io/pkgdown/">pkgdown</a>.</p>
+</div>
+
+      </footer>
+   </div>
+
+  </body>
+</html>
diff --git a/docs/reference/Lun2Params.html b/docs/reference/Lun2Params.html
index f98a23c..6d91223 100644
--- a/docs/reference/Lun2Params.html
+++ b/docs/reference/Lun2Params.html
@@ -102,7 +102,7 @@
     </div>
 
     
-    <p>S4 class that holds parameters for the Lun simulation.</p>
+    <p>S4 class that holds parameters for the Lun2 simulation.</p>
     
 
         
diff --git a/docs/reference/addGeneLengths.html b/docs/reference/addGeneLengths.html
index 9fa10ff..b6a9822 100644
--- a/docs/reference/addGeneLengths.html
+++ b/docs/reference/addGeneLengths.html
@@ -154,14 +154,14 @@ 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 0.8455684      1284
-#&gt; 2    Gene2 0.1606091      5127
-#&gt; 3    Gene3 6.7083234      1847
-#&gt; 4    Gene4 0.2917321      2194
-#&gt; 5    Gene5 1.4748643      1567
-#&gt; 6    Gene6 0.0326816      7629</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 0.7546303813       885
+#&gt; 2    Gene2 0.1242896647      2280
+#&gt; 3    Gene3 0.1160044662      3160
+#&gt; 4    Gene4 0.1938835897      1612
+#&gt; 5    Gene5 0.0020382615      1890
+#&gt; 6    Gene6 0.0006305612      1488</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>)
diff --git a/docs/reference/expandParams.html b/docs/reference/expandParams.html
index f001300..9b7b0e3 100644
--- a/docs/reference/expandParams.html
+++ b/docs/reference/expandParams.html
@@ -108,6 +108,9 @@ the number of groups.</p>
 
     <pre class="usage"><span class='fu'>expandParams</span>(<span class='no'>object</span>, <span class='no'>...</span>)
 
+<span class='co'># S4 method for BASiCSParams</span>
+<span class='fu'>expandParams</span>(<span class='no'>object</span>)
+
 <span class='co'># S4 method for LunParams</span>
 <span class='fu'>expandParams</span>(<span class='no'>object</span>)
 
diff --git a/docs/reference/index.html b/docs/reference/index.html
index 3697b90..5cb5e33 100644
--- a/docs/reference/index.html
+++ b/docs/reference/index.html
@@ -100,7 +100,7 @@
     <div class="page-header">
       <h1>
         Reference
-        <small>version&nbsp;1.1.7</small>
+        <small>version&nbsp;1.1.8</small>
       </h1>
     </div>
 
@@ -120,6 +120,12 @@
           </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">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>
@@ -134,73 +140,73 @@
         </tr><tr>
           <!--  -->
           <td>
-            <p></p>
+            <p><code><a href="setParam.html">setParam</a></code> </p>
           </td>
-          <td><p>The Lun2Params class</p></td>
+          <td><p>Set a parameter</p></td>
         </tr><tr>
           <!--  -->
           <td>
-            <p></p>
+            <p><code><a href="setParams.html">setParams</a></code> </p>
           </td>
-          <td><p>The LunParams class</p></td>
+          <td><p>Set parameters</p></td>
         </tr><tr>
           <!--  -->
           <td>
-            <p></p>
+            <p><code><a href="BASiCSParams.html">BASiCSParams</a></code> </p>
           </td>
-          <td><p>The MFAParams class</p></td>
+          <td><p>The BASiCSParams class</p></td>
         </tr><tr>
           <!--  -->
           <td>
-            <p><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">newSplatParams</a></code> <code><a href="newParams.html">newZINBParams</a></code> </p>
+            <p><code><a href="Lun2Params.html">Lun2Params</a></code> </p>
           </td>
-          <td><p>New Params</p></td>
+          <td><p>The Lun2Params class</p></td>
         </tr><tr>
           <!--  -->
           <td>
-            <p></p>
+            <p><code><a href="LunParams.html">LunParams</a></code> </p>
           </td>
-          <td><p>The Params virtual class</p></td>
+          <td><p>The LunParams class</p></td>
         </tr><tr>
           <!--  -->
           <td>
-            <p></p>
+            <p><code><a href="MFAParams.html">MFAParams</a></code> </p>
           </td>
-          <td><p>The PhenoParams class</p></td>
+          <td><p>The MFAParams class</p></td>
         </tr><tr>
           <!--  -->
           <td>
-            <p></p>
+            <p><code><a href="Params.html">Params</a></code> </p>
           </td>
-          <td><p>The SCDDParams class</p></td>
+          <td><p>The Params virtual class</p></td>
         </tr><tr>
           <!--  -->
           <td>
-            <p></p>
+            <p><code><a href="PhenoParams.html">PhenoParams</a></code> </p>
           </td>
-          <td><p>The SimpleParams class</p></td>
+          <td><p>The PhenoParams class</p></td>
         </tr><tr>
           <!--  -->
           <td>
-            <p></p>
+            <p><code><a href="SCDDParams.html">SCDDParams</a></code> </p>
           </td>
-          <td><p>The SplatParams class</p></td>
+          <td><p>The SCDDParams class</p></td>
         </tr><tr>
           <!--  -->
           <td>
-            <p><code><a href="setParam.html">setParam</a></code> </p>
+            <p><code><a href="SimpleParams.html">SimpleParams</a></code> </p>
           </td>
-          <td><p>Set a parameter</p></td>
+          <td><p>The SimpleParams class</p></td>
         </tr><tr>
           <!--  -->
           <td>
-            <p><code><a href="setParams.html">setParams</a></code> </p>
+            <p><code><a href="SplatParams.html">SplatParams</a></code> </p>
           </td>
-          <td><p>Set parameters</p></td>
+          <td><p>The SplatParams class</p></td>
         </tr><tr>
           <!--  -->
           <td>
-            <p></p>
+            <p><code><a href="ZINBParams.html">ZINBParams</a></code> </p>
           </td>
           <td><p>The ZINBParams class</p></td>
         </tr>
@@ -212,6 +218,12 @@
           </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>
@@ -298,6 +310,12 @@
           </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>
diff --git a/docs/reference/listSims.html b/docs/reference/listSims.html
index dca08b5..2393fa0 100644
--- a/docs/reference/listSims.html
+++ b/docs/reference/listSims.html
@@ -124,26 +124,26 @@ displayed.</p>
     
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='fu'>listSims</span>()</div><div class='output co'>#&gt; Splatter currently contains 11 simulations 
+    <pre class="examples"><div class='input'><span class='fu'>listSims</span>()</div><div class='output co'>#&gt; Splatter currently contains 12 simulations 
 #&gt; 
 #&gt; Splat (splat) 
-#&gt; DOI:  	 GitHub:  
+#&gt; DOI: 10.1186/s13059-017-1305-0 	 GitHub: Oshlack/splatter 
 #&gt; The Splat simulation generates means from a gamma distribution, adjusts them for BCV and generates counts from a gamma-poisson. Dropout and batch effects can be optionally added. 
 #&gt; 
 #&gt; Splat Single (splatSingle) 
-#&gt; DOI:  	 GitHub:  
+#&gt; DOI: 10.1186/s13059-017-1305-0 	 GitHub: Oshlack/splatter 
 #&gt; The Splat simulation with a single population. 
 #&gt; 
 #&gt; Splat Groups (splatGroups) 
-#&gt; DOI:  	 GitHub:  
+#&gt; DOI: 10.1186/s13059-017-1305-0 	 GitHub: Oshlack/splatter 
 #&gt; The Splat simulation with multiple groups. Each group can have it's own differential expression probability and fold change distribution. 
 #&gt; 
 #&gt; Splat Paths (splatPaths) 
-#&gt; DOI:  	 GitHub:  
+#&gt; DOI: 10.1186/s13059-017-1305-0 	 GitHub: Oshlack/splatter 
 #&gt; The Splat simulation with differentiation paths. Each path can have it's own length, skew and probability. Genes can change in non-linear ways. 
 #&gt; 
 #&gt; Simple (simple) 
-#&gt; DOI:  	 GitHub:  
+#&gt; DOI: 10.1186/s13059-017-1305-0 	 GitHub: Oshlack/splatter 
 #&gt; A simple simulation with gamma means and negative binomial counts. 
 #&gt; 
 #&gt; Lun (lun) 
@@ -151,13 +151,17 @@ displayed.</p>
 #&gt; Gamma distributed means and negative binomial counts. Cells are given a size factor and differential expression can be simulated with fixed fold changes. 
 #&gt; 
 #&gt; Lun 2 (lun2) 
-#&gt; DOI: 10.1101/073973 	 GitHub: MarioniLab/PlateEffects2016 
+#&gt; DOI: 10.1093/biostatistics/kxw055 	 GitHub: MarioniLab/PlateEffects2016 
 #&gt; Negative binomial counts where the means and dispersions have been sampled from a real dataset. The core feature of the Lun 2 simulation is the addition of plate effects. Differential expression can be added between two groups of plates and optionally a zero-inflated negative-binomial can be used. 
 #&gt; 
 #&gt; scDD (scDD) 
 #&gt; DOI: 10.1186/s13059-016-1077-y 	 GitHub: kdkorthauer/scDD 
 #&gt; The scDD simulation samples a given dataset and can simulate differentially expressed and differentially distributed genes between two conditions. 
 #&gt; 
+#&gt; BASiCS (BASiCS) 
+#&gt; DOI: 10.1371/journal.pcbi.1004333 	 GitHub: catavallejos/BASiCS 
+#&gt; The BASiCS simulation is based on a bayesian model used to deconvolve biological and technical variation and includes spike-ins and batch effects. 
+#&gt; 
 #&gt; mfa (mfa) 
 #&gt; DOI: 10.12688/wellcomeopenres.11087.1 	 GitHub: kieranrcampbell/mfa 
 #&gt; The mfa simulation produces a bifurcating pseudotime trajectory. This can optionally include genes with transient changes in expression and added dropout. 
diff --git a/docs/reference/lun2Simulate.html b/docs/reference/lun2Simulate.html
index 45a0e13..b4caa06 100644
--- a/docs/reference/lun2Simulate.html
+++ b/docs/reference/lun2Simulate.html
@@ -154,8 +154,8 @@ some genes or cells may be simulated multiple times.</p>
     <h2 class="hasAnchor" id="references"><a class="anchor" href="#references"></a>References</h2>
 
     <p>Lun ATL, Marioni JC. Overcoming confounding plate effects in differential
-expression analyses of single-cell RNA-seq data. bioRxiv (2016).</p>
-<p>Paper: <a href='dx.doi.org/10.1101/073973'>dx.doi.org/10.1101/073973</a></p>
+expression analyses of single-cell RNA-seq data. Biostatistics (2017).</p>
+<p>Paper: <a href='dx.doi.org/10.1093/biostatistics/kxw055'>dx.doi.org/10.1093/biostatistics/kxw055</a></p>
 <p>Code: <a href='https://github.com/MarioniLab/PlateEffects2016'>https://github.com/MarioniLab/PlateEffects2016</a></p>
     
 
diff --git a/docs/reference/lunEstimate.html b/docs/reference/lunEstimate.html
index 4d3d97c..d616dc4 100644
--- a/docs/reference/lunEstimate.html
+++ b/docs/reference/lunEstimate.html
@@ -146,7 +146,7 @@ for more details on the parameters.</p>
 #&gt; 
 #&gt; Global: 
 #&gt; (GENES)  (CELLS)   [Seed]  
-#&gt;    2000       40    80751  
+#&gt;    2000       40   736969  
 #&gt; 
 #&gt; 9 additional parameters 
 #&gt; 
diff --git a/docs/reference/mfaEstimate.html b/docs/reference/mfaEstimate.html
index 86367e0..b43414b 100644
--- a/docs/reference/mfaEstimate.html
+++ b/docs/reference/mfaEstimate.html
@@ -147,7 +147,7 @@ details on the parameters.</p>
 #&gt; 
 #&gt; Global: 
 #&gt; (GENES)  (CELLS)   [Seed]  
-#&gt;    2000       40    80751  
+#&gt;    2000       40   736969  
 #&gt; 
 #&gt; 4 additional parameters 
 #&gt; 
diff --git a/docs/reference/newParams.html b/docs/reference/newParams.html
index f4a4e70..251cb31 100644
--- a/docs/reference/newParams.html
+++ b/docs/reference/newParams.html
@@ -106,7 +106,9 @@
 Params subtypes.</p>
     
 
-    <pre class="usage"><span class='fu'>newLun2Params</span>(<span class='no'>...</span>)
+    <pre class="usage"><span class='fu'>newBASiCSParams</span>(<span class='no'>...</span>)
+
+<span class='fu'>newLun2Params</span>(<span class='no'>...</span>)
 
 <span class='fu'>newLunParams</span>(<span class='no'>...</span>)
 
diff --git a/docs/reference/phenoEstimate.html b/docs/reference/phenoEstimate.html
index 60f7ec4..97e7ff6 100644
--- a/docs/reference/phenoEstimate.html
+++ b/docs/reference/phenoEstimate.html
@@ -148,7 +148,7 @@ See <code><a href='PhenoParams.html'>PhenoParams</a></code> for more details on
 #&gt; 
 #&gt; Global: 
 #&gt; (GENES)  (CELLS)   [Seed]  
-#&gt;    2000       40    80751  
+#&gt;    2000       40   736969  
 #&gt; 
 #&gt; 4 additional parameters 
 #&gt; 
diff --git a/docs/reference/setParam.html b/docs/reference/setParam.html
index 99335c8..d8975e9 100644
--- a/docs/reference/setParam.html
+++ b/docs/reference/setParam.html
@@ -107,6 +107,9 @@
 
     <pre class="usage"><span class='fu'>setParam</span>(<span class='no'>object</span>, <span class='no'>name</span>, <span class='no'>value</span>)
 
+<span class='co'># S4 method for BASiCSParams</span>
+<span class='fu'>setParam</span>(<span class='no'>object</span>, <span class='no'>name</span>, <span class='no'>value</span>)
+
 <span class='co'># S4 method for Lun2Params</span>
 <span class='fu'>setParam</span>(<span class='no'>object</span>, <span class='no'>name</span>, <span class='no'>value</span>)
 
@@ -157,7 +160,7 @@
 #&gt; 
 #&gt; Global: 
 #&gt; (GENES)  (Cells)   [Seed]  
-#&gt;     100      100    80751  
+#&gt;     100      100   736969  
 #&gt; 
 #&gt; 3 additional parameters 
 #&gt; 
diff --git a/docs/reference/setParams.html b/docs/reference/setParams.html
index fce88df..72d6c08 100644
--- a/docs/reference/setParams.html
+++ b/docs/reference/setParams.html
@@ -146,7 +146,7 @@ them manually), see examples.</p>
 #&gt; 
 #&gt; Global: 
 #&gt; (Genes)  (Cells)   [Seed]  
-#&gt;   10000      100    80751  
+#&gt;   10000      100   736969  
 #&gt; 
 #&gt; 3 additional parameters 
 #&gt; 
@@ -164,7 +164,7 @@ them manually), see examples.</p>
 #&gt; 
 #&gt; Global: 
 #&gt; (GENES)  (CELLS)   [Seed]  
-#&gt;    1000       50    80751  
+#&gt;    1000       50   736969  
 #&gt; 
 #&gt; 3 additional parameters 
 #&gt; 
@@ -182,7 +182,7 @@ them manually), see examples.</p>
 #&gt; 
 #&gt; Global: 
 #&gt; (GENES)  (CELLS)   [Seed]  
-#&gt;    1000       50    80751  
+#&gt;    1000       50   736969  
 #&gt; 
 #&gt; 3 additional parameters 
 #&gt; 
diff --git a/docs/reference/simpleEstimate.html b/docs/reference/simpleEstimate.html
index 4b84b67..43fa74c 100644
--- a/docs/reference/simpleEstimate.html
+++ b/docs/reference/simpleEstimate.html
@@ -149,7 +149,7 @@ details on the parameters.</p>
 #&gt; 
 #&gt; Global: 
 #&gt; (GENES)  (CELLS)   [Seed]  
-#&gt;    2000       40    80751  
+#&gt;    2000       40   736969  
 #&gt; 
 #&gt; 3 additional parameters 
 #&gt; 
diff --git a/docs/reference/splatEstimate.html b/docs/reference/splatEstimate.html
index 93bca84..9f05e80 100644
--- a/docs/reference/splatEstimate.html
+++ b/docs/reference/splatEstimate.html
@@ -149,7 +149,7 @@ containing count data to estimate parameters from.</p></td>
 #&gt; 
 #&gt; Global: 
 #&gt; (GENES)  (CELLS)   [Seed]  
-#&gt;    2000       40    80751  
+#&gt;    2000       40   736969  
 #&gt; 
 #&gt; 27 additional parameters 
 #&gt; 
diff --git a/docs/reference/splatSimulate.html b/docs/reference/splatSimulate.html
index 85d3084..28ffcac 100644
--- a/docs/reference/splatSimulate.html
+++ b/docs/reference/splatSimulate.html
@@ -211,6 +211,13 @@ steps. These are stored in the <code><a href='http://www.rdocumentation.org/pack
 in order to differentiate them from the values added by analysis packages
 which typically use <code>underscore_naming</code>.</p>
     
+    <h2 class="hasAnchor" id="references"><a class="anchor" href="#references"></a>References</h2>
+
+    <p>Zappia L, Phipson B, Oshlack A. Splatter: simulation of single-cell RNA
+sequencing data. Genome Biology (2017).</p>
+<p>Paper: <a href='10.1186/s13059-017-1305-0'>10.1186/s13059-017-1305-0</a></p>
+<p>Code: <a href='https://github.com/Oshlack/splatter'>https://github.com/Oshlack/splatter</a></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>,
@@ -245,6 +252,8 @@ which typically use <code>underscore_naming</code>.</p>
 
       <li><a href="#details">Details</a></li>
 
+      <li><a href="#references">References</a></li>
+
       <li><a href="#see-also">See also</a></li>
       
       <li><a href="#examples">Examples</a></li>
diff --git a/docs/reference/summariseDiff.html b/docs/reference/summariseDiff.html
index 236c83c..552d74d 100644
--- a/docs/reference/summariseDiff.html
+++ b/docs/reference/summariseDiff.html
@@ -127,19 +127,19 @@ Error (RMSE) for the various properties and ranks them.</p>
     <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>)
 <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     2.338299       NaN       1     2.392073       NaN
-#&gt; 2   Splat  Variance    11.506849       NaN       1    10.222706       NaN
-#&gt; 3   Splat ZerosGene    30.000000       NaN       1    38.780000       NaN
-#&gt; 4   Splat   MeanVar     9.588721       NaN       1    11.820910       NaN
-#&gt; 5   Splat MeanZeros    45.000000       NaN       1    42.060000       NaN
-#&gt; 6   Splat   LibSize 55543.500000       NaN       1 58282.850000       NaN
+#&gt; 1   Splat      Mean     2.757589       NaN       1     2.651957       NaN
+#&gt; 2   Splat  Variance    10.467288       NaN       1    10.272985       NaN
+#&gt; 3   Splat ZerosGene    40.000000       NaN       1    44.935000       NaN
+#&gt; 4   Splat   MeanVar     9.682925       NaN       1    12.193247       NaN
+#&gt; 5   Splat MeanZeros    45.000000       NaN       1    44.460000       NaN
+#&gt; 6   Splat   LibSize 56511.000000       NaN       1 59458.300000       NaN
 #&gt;   MAERank         RMSE RMSEScaled RMSERank
-#&gt; 1       1     2.907697        NaN        1
-#&gt; 2       1    12.865170        NaN        1
-#&gt; 3       1    44.006818        NaN        1
-#&gt; 4       1    14.953873        NaN        1
-#&gt; 5       1    51.575673        NaN        1
-#&gt; 6       1 59902.661935        NaN        1</div></pre>
+#&gt; 1       1     3.182101        NaN        1
+#&gt; 2       1    13.133714        NaN        1
+#&gt; 3       1    48.428039        NaN        1
+#&gt; 4       1    15.352203        NaN        1
+#&gt; 5       1    53.898052        NaN        1
+#&gt; 6       1 61094.139540        NaN        1</div></pre>
   </div>
   <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
     <h2>Contents</h2>
diff --git a/docs/reference/zinbEstimate.html b/docs/reference/zinbEstimate.html
index 29da734..5bd42b0 100644
--- a/docs/reference/zinbEstimate.html
+++ b/docs/reference/zinbEstimate.html
@@ -188,71 +188,11 @@ the fitted model and inserts it into a <code><a href='ZINBParams.html'>ZINBParam
     
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><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'>zinbEstimate</span>(<span class='no'>sc_example_counts</span>)</div><div class='output co'>#&gt; <span class='message'>Removing all zero genes...</span></div><div class='output co'>#&gt; <span class='message'>Fitting model...</span></div><div class='output co'>#&gt; <span class='message'>Create model:</span></div><div class='output co'>#&gt; <span class='message'>ok</span></div><div class='output co'>#&gt; <span class='message'>Initialize parameters:</span></div><div class='output co'>#&gt; <span class='message'>ok</span></div><div class='output co'>#&gt; <span class='message'>Optimize parameters:</span></div><div class='output co'>#&gt; <span class='message'>Iteration 1</span></div><div class='output co'>#&gt; <span class='message'>penalized log-likelihood = -451653.610681949</span></div><div class='output co'>#&gt; <span class='message'>After dispersion optimization = -451653.610681949</span></div><div class='output co'>#&gt;    user  system elapsed 
-#&gt;   8.840   0.506   9.391 </div><div class='output co'>#&gt; <span class='message'>After right optimization = -451653.610681949</span></div><div class='output co'>#&gt; <span class='message'>After orthogonalization = -451653.610681949</span></div><div class='output co'>#&gt;    user  system elapsed 
-#&gt;   0.573   0.041   0.617 </div><div class='output co'>#&gt; <span class='message'>After left optimization = -451653.610681949</span></div><div class='output co'>#&gt; <span class='message'>After orthogonalization = -451653.610681949</span></div><div class='output co'>#&gt; <span class='message'>Iteration 2</span></div><div class='output co'>#&gt; <span class='message'>penalized log-likelihood = -200962.486229372</span></div><div class='output co'>#&gt; <span class='message'>After dispersion optimization = -451653.610681949</span></div><div class='output co'>#&gt;    user  system elapsed 
-#&gt;   6.414   0.345   6.790 </div><div class='output co'>#&gt; <span class='message'>After right optimization = -451653.610681949</span></div><div class='output co'>#&gt; <span class='message'>After orthogonalization = -451653.610681949</span></div><div class='output co'>#&gt;    user  system elapsed 
-#&gt;   0.616   0.025   0.643 </div><div class='output co'>#&gt; <span class='message'>After left optimization = -451653.610681949</span></div><div class='output co'>#&gt; <span class='message'>After orthogonalization = -451653.610681949</span></div><div class='output co'>#&gt; <span class='message'>Iteration 3</span></div><div class='output co'>#&gt; <span class='message'>penalized log-likelihood = -196682.271688862</span></div><div class='output co'>#&gt; <span class='message'>After dispersion optimization = -451653.610681949</span></div><div class='output co'>#&gt;    user  system elapsed 
-#&gt;   5.893   0.319   6.260 </div><div class='output co'>#&gt; <span class='message'>After right optimization = -451653.610681949</span></div><div class='output co'>#&gt; <span class='message'>After orthogonalization = -451653.610681949</span></div><div class='output co'>#&gt;    user  system elapsed 
-#&gt;   0.616   0.022   0.640 </div><div class='output co'>#&gt; <span class='message'>After left optimization = -451653.610681949</span></div><div class='output co'>#&gt; <span class='message'>After orthogonalization = -451653.610681949</span></div><div class='output co'>#&gt; <span class='message'>Iteration 4</span></div><div class='output co'>#&gt; <span class='message'>penalized log-likelihood = -195719.09604664</span></div><div class='output co'>#&gt; <span class='message'>After dispersion optimization = -451653.610681949</span></div><div class='output co'>#&gt;    user  system elapsed 
-#&gt;   4.808   0.251   5.075 </div><div class='output co'>#&gt; <span class='message'>After right optimization = -451653.610681949</span></div><div class='output co'>#&gt; <span class='message'>After orthogonalization = -451653.610681949</span></div><div class='output co'>#&gt;    user  system elapsed 
-#&gt;   0.600   0.013   0.615 </div><div class='output co'>#&gt; <span class='message'>After left optimization = -451653.610681949</span></div><div class='output co'>#&gt; <span class='message'>After orthogonalization = -451653.610681949</span></div><div class='output co'>#&gt; <span class='message'>Iteration 5</span></div><div class='output co'>#&gt; <span class='message'>penalized log-likelihood = -195487.316905869</span></div><div class='output co'>#&gt; <span class='message'>After dispersion optimization = -451653.610681949</span></div><div class='output co'>#&gt;    user  system elapsed 
-#&gt;   4.661   0.251   4.938 </div><div class='output co'>#&gt; <span class='message'>After right optimization = -451653.610681949</span></div><div class='output co'>#&gt; <span class='message'>After orthogonalization = -451653.610681949</span></div><div class='output co'>#&gt;    user  system elapsed 
-#&gt;   0.613   0.021   0.636 </div><div class='output co'>#&gt; <span class='message'>After left optimization = -451653.610681949</span></div><div class='output co'>#&gt; <span class='message'>After orthogonalization = -451653.610681949</span></div><div class='output co'>#&gt; <span class='message'>Iteration 6</span></div><div class='output co'>#&gt; <span class='message'>penalized log-likelihood = -195438.512431125</span></div><div class='output co'>#&gt; <span class='message'>After dispersion optimization = -451653.610681949</span></div><div class='output co'>#&gt;    user  system elapsed 
-#&gt;   4.363   0.219   4.594 </div><div class='output co'>#&gt; <span class='message'>After right optimization = -451653.610681949</span></div><div class='output co'>#&gt; <span class='message'>After orthogonalization = -451653.610681949</span></div><div class='output co'>#&gt;    user  system elapsed 
-#&gt;   0.520   0.019   0.540 </div><div class='output co'>#&gt; <span class='message'>After left optimization = -451653.610681949</span></div><div class='output co'>#&gt; <span class='message'>After orthogonalization = -451653.610681949</span></div><div class='output co'>#&gt; <span class='message'>Iteration 7</span></div><div class='output co'>#&gt; <span class='message'>penalized log-likelihood = -195429.243799278</span></div><div class='output co'>#&gt; <span class='message'>ok</span></div><div class='input'><span class='no'>params</span></div><div class='output co'>#&gt; A Params object of class ZINBParams 
-#&gt; Parameters can be (estimable) or [not estimable], 'Default' or 'NOT DEFAULT'. 
-#&gt; 
-#&gt; Global: 
-#&gt; (GENES)  (CELLS)   [Seed]  
-#&gt;    1973       40    80751  
-#&gt; 
-#&gt; 1 additional parameters 
-#&gt; 
-#&gt; Model: 
-#&gt; ZinbModel with 1973 features, 40 samples, 0 latent factors and 4027 parameters 
-#&gt; 
-#&gt; Model Design: 
-#&gt;      (SAMPLES)         (GENES)  
-#&gt; 1, 1, 1, 1,...  1, 1, 1, 1,...  
-#&gt; 
-#&gt; Model Offsets: 
-#&gt;             (MU)              (PI)  
-#&gt; 40 x 1973 matrix  40 x 1973 matrix  
-#&gt; 
-#&gt; Model Indices: 
-#&gt; (Sample Mu)    (Gene Mu)  (Sample Pi)    (Gene Pi)  
-#&gt;           1            1            1            1  
-#&gt; 
-#&gt; Model Intercepts: 
-#&gt; (Sample Mu)    (Gene Mu)  (Sample Pi)    (Gene Pi)  
-#&gt;        TRUE         TRUE         TRUE         TRUE  
-#&gt; 
-#&gt; Model Latent factors: 
-#&gt;           (W)  
-#&gt; 40 x 0 matrix  
-#&gt; 
-#&gt; Model Coefficients: 
-#&gt;                                                                      (SAMPLE MU)  
-#&gt;        2.92563256904469, 2.4987993436997, 2.58202880827954, 1.97900548945704,...  
-#&gt;                                                                        (GENE MU)  
-#&gt;       3.47522026895399, 2.47301357124798, 3.24285373024315, 3.18809031726884,...  
-#&gt;                                                                      (Latent Mu)  
-#&gt;                                                                  0 x 1973 matrix  
-#&gt;                                                                      (SAMPLE PI)  
-#&gt;  -0.71252392787508, -2.22126441075684, -0.171737848601069, -1.44324267217097,...  
-#&gt;                                                                        (GENE PI)  
-#&gt; -0.0394934045621859, 0.702003614655306, 0.522586914345766, 0.331946546846606,...  
-#&gt;                                                                      (Latent Pi)  
-#&gt;                                                                  0 x 1973 matrix  
-#&gt; 
-#&gt; Model Regularisation: 
-#&gt;     (Sample Mu)        (GENE MU)      (Sample Pi)        (GENE PI)  
-#&gt;               1           49.325                1           49.325  
-#&gt;        (LATENT)  (Latent coeffs)           (ZETA)          (Logit)  
-#&gt;          49.325                1             1973            0.001  
-#&gt; </div></pre>
+    <pre class="examples"><span class='co'># NOT RUN {</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'>zinbEstimate</span>(<span class='no'>sc_example_counts</span>)
+<span class='no'>params</span>
+<span class='co'># }</span></pre>
   </div>
   <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
     <h2>Contents</h2>
diff --git a/inst/NEWS.Rd b/inst/NEWS.Rd
index f13d1c1..6b28706 100644
--- a/inst/NEWS.Rd
+++ b/inst/NEWS.Rd
@@ -1,6 +1,23 @@
 \name{NEWS}
 \title{News for Package \pkg{splatter}}
 
+\section{Version 1.1.8, Bioconductor 3.6 Release (2017-10-13)}{
+  \itemize{
+    \item{Now published in Genome Biology!}
+    \item{Converted to the SingleCellExperiment object}
+    \item{Added new simulations: BASiCS, mfa, PhenoPath, ZINB-WaVE}
+    \item{Added batch effects to the Splat simulation. This required a change
+          to the SplatParams object.}
+    \item{Improved scDD estimation}
+    \item{Added and improved comparison functions}
+    \item{Improved default Splat parameters and estimation}
+    \item{Improvements to the Lun2Params object}
+    \item{Added addGeneLength function}
+    \item{Updated simulation references}
+    \item{Various other minor updates and bug fixes}
+  }
+}
+
 \section{Version 0.99.16, Bioconductor 3.5 Release (2017-04-23)}{
   \itemize{
     \item{Splatter is a package for the simple simulation of single-cell
-- 
GitLab