From d5ba92c2118f2bfe1c318dd72becdbd555a636ca Mon Sep 17 00:00:00 2001 From: Luke Zappia <lazappi@users.noreply.github.com> Date: Wed, 25 Apr 2018 16:36:57 +1000 Subject: [PATCH] Bump version to 1.3.5 --- DESCRIPTION | 4 +- NEWS.md | 5 ++ R/splat-estimate.R | 2 + docs/articles/index.html | 2 +- docs/articles/splatter.html | 58 +++++++++--------- .../splatter_files/figure-html/pca-1.png | Bin 63579 -> 63674 bytes docs/news/index.html | 21 +++++++ docs/reference/SplatParams.html | 8 ++- docs/reference/addGeneLengths.html | 16 ++--- docs/reference/index.html | 2 +- docs/reference/lunEstimate.html | 10 +-- docs/reference/mfaEstimate.html | 2 +- docs/reference/phenoEstimate.html | 2 +- docs/reference/setParam.html | 2 +- docs/reference/setParams.html | 6 +- docs/reference/simpleEstimate.html | 2 +- docs/reference/sparseDCEstimate.html | 2 +- docs/reference/splatEstDropout.html | 4 +- docs/reference/splatEstimate.html | 6 +- docs/reference/summariseDiff.html | 26 ++++---- inst/NEWS.Rd | 4 +- man/splatEstDropout.Rd | 2 + 22 files changed, 110 insertions(+), 76 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 07de266..f67bea7 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,8 +1,8 @@ Package: splatter Type: Package Title: Simple Simulation of Single-cell RNA Sequencing Data -Version: 1.3.4.9000 -Date: 2018-04-19 +Version: 1.3.5 +Date: 2018-04-25 Author: Luke Zappia Authors@R: c(person("Luke", "Zappia", role = c("aut", "cre"), diff --git a/NEWS.md b/NEWS.md index 31dca6f..7f7748b 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,3 +1,8 @@ +## Version 1.3.4 (2018-04-25) + +* Replace dropout.present with dropout.type in SplatParams + * Allows users to set dropout by experiment, batch, group or cell + ## Version 1.3.4 (2018-04-19) * Add option to use a normal distribution for library sizes in Splat simulations diff --git a/R/splat-estimate.R b/R/splat-estimate.R index ed2b6e8..5af4646 100644 --- a/R/splat-estimate.R +++ b/R/splat-estimate.R @@ -230,6 +230,8 @@ splatEstBCV <- function(counts, params) { #' Logistic function parameters are estimated by fitting a logistic function #' to the relationship between log2 mean gene expression and the proportion of #' zeros in each gene. See \code{\link[stats]{nls}} for details of fitting. +#' Note this is done on the experiment level, more granular (eg. group or cell) +#' level dropout is not estimated. #' # #' The # #' presence of dropout is determined by comparing the observed number of zeros diff --git a/docs/articles/index.html b/docs/articles/index.html index 578c420..088ab52 100644 --- a/docs/articles/index.html +++ b/docs/articles/index.html @@ -96,7 +96,7 @@ </header> <div class="page-header"> - <h1>Articles <small>version 1.3.4</small></h1> + <h1>Articles <small>version 1.3.5</small></h1> </div> <div class="row"> diff --git a/docs/articles/splatter.html b/docs/articles/splatter.html index 9d30486..7602e93 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">2018-04-19</h4> + <h4 class="date">2018-04-25</h4> </div> @@ -174,7 +174,7 @@ <a class="sourceLine" id="cb34-3" data-line-number="3">params <-<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 <-<span class="st"> </span><span class="kw"><a href="../reference/splatSimulate.html">splatSimulate</a></span>(params, <span class="dt">dropout.present =</span> <span class="ot">FALSE</span>)</a></code></pre></div> +<a class="sourceLine" id="cb36-2" data-line-number="2">sim <-<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> @@ -285,7 +285,7 @@ <strong>Dropout parameters</strong> <ul> <li> -<code>dropout.present</code> - Logical. Whether to simulate dropout.</li> +<code>dropout.type</code> - Type of dropout to simulate.</li> <li> <code>dropout.mid</code> - Midpoint parameter for the dropout logistic function.</li> <li> @@ -483,7 +483,7 @@ <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 <-<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>, <span class="dt">dropout.present =</span> <span class="ot">FALSE</span>, <span class="dt">seed =</span> <span class="dv">0</span>)</a></code></pre></div> +<div class="sourceCode" id="cb67"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb67-1" data-line-number="1">sim <-<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> @@ -507,45 +507,45 @@ <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> <pre><code>## Cell1 Cell2 Cell3 Cell4 Cell5 -## Gene1 16 0 0 1232 0 -## Gene2 77 0 293 7 0 -## Gene3 323 52 5 0 1 -## Gene4 0 0 7 3 0 -## Gene5 278 0 14 55 1</code></pre> +## Gene1 0 4 6 0 0 +## Gene2 0 6 0 1 0 +## Gene3 0 0 0 0 0 +## Gene4 2 0 0 0 0 +## Gene5 48 515 97 176 11</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> <pre><code>## DataFrame with 6 rows and 4 columns -## Gene BaseGeneMean OutlierFactor GeneMean -## <factor> <numeric> <numeric> <numeric> -## 1 Gene1 680.726908939431 1 680.726908939431 -## 2 Gene2 29.6384151850527 1 29.6384151850527 -## 3 Gene3 9.58778523489509 1 9.58778523489509 -## 4 Gene4 2.83976742238589 1 2.83976742238589 -## 5 Gene5 150.071547242578 1 150.071547242578 -## 6 Gene6 66.0478747990155 1 66.0478747990155</code></pre> +## Gene BaseGeneMean OutlierFactor GeneMean +## <factor> <numeric> <numeric> <numeric> +## 1 Gene1 2.62549353556827 1 2.62549353556827 +## 2 Gene2 4.81434700182375 1 4.81434700182375 +## 3 Gene3 0.495916446978038 1 0.495916446978038 +## 4 Gene4 34.1648904749076 1 34.1648904749076 +## 5 Gene5 24.7045533636413 1 24.7045533636413 +## 6 Gene6 250.903326326503 1 250.903326326503</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> <pre><code>## DataFrame with 6 rows and 3 columns ## Cell Batch ExpLibSize ## <factor> <character> <numeric> -## Cell1 Cell1 Batch1 681471.700471143 -## Cell2 Cell2 Batch1 313386.003338354 -## Cell3 Cell3 Batch1 696954.252459665 -## Cell4 Cell4 Batch1 683666.296838061 -## Cell5 Cell5 Batch1 484986.516482731 -## Cell6 Cell6 Batch1 32266.4313600409</code></pre> +## Cell1 Cell1 Batch1 954966.951755734 +## Cell2 Cell2 Batch1 405289.957543236 +## Cell3 Cell3 Batch1 584037.74996489 +## Cell4 Cell4 Batch1 602796.965710327 +## Cell5 Cell5 Batch1 87301.1571607906 +## Cell6 Cell6 Batch1 470868.325224977</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> <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> -<pre><code>## Cell1 Cell2 Cell3 Cell4 Cell5 -## Gene1 1.996549e+01 5.070084e-03 0.2151287 1.246817e+03 2.348151e-03 -## Gene2 6.824467e+01 6.878904e-04 270.2654016 5.265928e+00 1.081630e+00 -## Gene3 3.299146e+02 5.260857e+01 2.6861953 1.121680e-03 2.510321e+00 -## Gene4 2.971991e-04 5.295532e-11 5.6812428 1.776702e+00 1.525443e-07 -## Gene5 3.066060e+02 2.441931e-11 18.0058655 4.726581e+01 6.353592e-01</code></pre> +<pre><code>## Cell1 Cell2 Cell3 Cell4 Cell5 +## Gene1 5.858361e-03 2.084916e+00 1.181249e+01 5.295042e-04 3.916082e-01 +## Gene2 5.880603e-10 1.013736e+01 1.861441e-04 3.629131e-01 1.743725e-05 +## Gene3 1.673555e-09 8.432645e-04 9.257897e-06 2.886216e-01 4.932245e-21 +## Gene4 6.088198e-01 1.685011e-06 1.528356e-17 2.186295e-01 3.857391e-02 +## Gene5 4.210456e+01 5.108598e+02 9.006138e+01 1.578927e+02 1.056544e+01</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 <-<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> diff --git a/docs/articles/splatter_files/figure-html/pca-1.png b/docs/articles/splatter_files/figure-html/pca-1.png index fdd505da9563045b2f73faa71f18e54887026dfb..fcb82f525886e4647c2e86db4849d024b66fe403 100644 GIT binary patch literal 63674 zcmeFZXH-*L8!a3{P*4#?1wknaNC!olv_w%l1gX+dL5d(qZy`jEa*hq8N=;OHm)?sV z5P||CHHaX+NR<G|w>AQLJiqTZ?j7U(qZ#aE@4eP~%6#TC*ZN0SN0o6G`z{y^#;C4# zUJnLC1i@gmb@V&HU$l+kW#A8t4$8{9>dMO8x^6Dl9Gq-nFxdwW3@z-B8Xi=tbhqQ- zZP9m<yzP;WWaMLvFp_*yRDtd5lfDtHF5P{6)MjbA<#9uc?CHw&C+G{h0jI{}55B4` 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+<ul> +<li>Allows users to set dropout by experiment, batch, group or cell</li> +</ul> +</li> +</ul> +</div> + <div class="section level2"> <h2>Version 1.3.4 (2018-04-19)</h2> <ul> <li>Add option to use a normal distribution for library sizes in Splat simulations</li> @@ -121,6 +131,16 @@ <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> +<ul> +<li>Replace dropout.present with dropout.type in SplatParams +<ul> +<li>Allows more control over dropout.mid and dropout.shape</li> +</ul> +</li> +</ul> +</div> </div> <div class="section level2"> <h2>Version 1.3.3 (2018-03-27)</h2> @@ -478,6 +498,7 @@ <div id="tocnav"> <h2>Contents</h2> <ul class="nav nav-pills nav-stacked"> + <li><a href="#NA">1.3.4</a></li> <li><a href="#NA">1.3.4</a></li> <li><a href="#NA">1.3.3</a></li> <li><a href="#NA">1.3.2</a></li> diff --git a/docs/reference/SplatParams.html b/docs/reference/SplatParams.html index 26480ca..1734151 100644 --- a/docs/reference/SplatParams.html +++ b/docs/reference/SplatParams.html @@ -171,8 +171,12 @@ chi-squared distribution.</p></dd> </dl></p></dd> <dt><em>Dropout parameters</em></dt><dd><p><dl class='dl-horizontal'> - <dt><code>dropout.present</code></dt><dd><p>Logical. Whether to simulate - dropout.</p></dd> + <dt><code>dropout.type</code></dt><dd><p>The type of dropout to simulate. + "none" indicates no dropout, "experiment" is global dropout using + the same parameters for every cell, "batch" uses the same + parameters for every cell in each batch, "group" uses the same + parameters for every cell in each groups and "cell" uses a + different set of parameters for each cell.</p></dd> <dt><code>dropout.mid</code></dt><dd><p>Midpoint parameter for the dropout logistic function.</p></dd> <dt><code>dropout.shape</code></dt><dd><p>Shape parameter for the dropout diff --git a/docs/reference/addGeneLengths.html b/docs/reference/addGeneLengths.html index 56f4c47..b436347 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'><-</span> <span class='fu'><a href='simpleSimulate.html'>simpleSimulate</a></span>()</div><div class='output co'>#> <span class='message'>Simulating means...</span></div><div class='output co'>#> <span class='message'>Simulating counts...</span></div><div class='output co'>#> <span class='message'>Creating final dataset...</span></div><div class='input'><span class='no'>sce</span> <span class='kw'><-</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'>#> DataFrame with 6 rows and 3 columns -#> Gene GeneMean Length -#> <factor> <numeric> <numeric> -#> 1 Gene1 0.26662904681126 1135 -#> 2 Gene2 3.22843622430885 6836 -#> 3 Gene3 0.747825116595176 3205 -#> 4 Gene4 0.0237206245029356 1427 -#> 5 Gene5 0.0901336217761832 4777 -#> 6 Gene6 2.1010781020721 1065</div><div class='input'># Sample method (human coding genes) +#> Gene GeneMean Length +#> <factor> <numeric> <numeric> +#> 1 Gene1 3.19721697566766 428 +#> 2 Gene2 0.316692135258865 2948 +#> 3 Gene3 2.90867080625693 1507 +#> 4 Gene4 7.5357203351493 6034 +#> 5 Gene5 5.92953185619191 1713 +#> 6 Gene6 3.78237895789214 2926</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/index.html b/docs/reference/index.html index 3f5b17a..37647c5 100644 --- a/docs/reference/index.html +++ b/docs/reference/index.html @@ -100,7 +100,7 @@ <div class="page-header"> <h1> Reference - <small>version 1.3.4</small> + <small>version 1.3.5</small> </h1> </div> diff --git a/docs/reference/lunEstimate.html b/docs/reference/lunEstimate.html index 09b6b46..7978288 100644 --- a/docs/reference/lunEstimate.html +++ b/docs/reference/lunEstimate.html @@ -140,12 +140,8 @@ 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>)</div><div class='output co'>#> <span class='message'>Loading required package: ggplot2</span></div><div class='output co'>#> <span class='message'></span> -#> <span class='message'>Attaching package: ‘scater’</span></div><div class='output co'>#> <span class='message'>The following object is masked from ‘package:S4Vectors’:</span> -#> <span class='message'></span> -#> <span class='message'> rename</span></div><div class='output co'>#> <span class='message'>The following object is masked from ‘package:stats’:</span> -#> <span class='message'></span> -#> <span class='message'> filter</span></div><div class='input'><span class='fu'>data</span>(<span class='st'>"sc_example_counts"</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='no'>params</span> <span class='kw'><-</span> <span class='fu'>lunEstimate</span>(<span class='no'>sc_example_counts</span>) <span class='no'>params</span></div><div class='output co'>#> A Params object of class LunParams @@ -153,7 +149,7 @@ for more details on the parameters.</p> #> #> Global: #> (GENES) (CELLS) [Seed] -#> 2000 40 457996 +#> 2000 40 33804 #> #> 9 additional parameters #> diff --git a/docs/reference/mfaEstimate.html b/docs/reference/mfaEstimate.html index 7d344b6..df646e1 100644 --- a/docs/reference/mfaEstimate.html +++ b/docs/reference/mfaEstimate.html @@ -150,7 +150,7 @@ details on the parameters.</p> #> #> Global: #> (GENES) (CELLS) [Seed] -#> 2000 40 457996 +#> 2000 40 33804 #> #> 4 additional parameters #> diff --git a/docs/reference/phenoEstimate.html b/docs/reference/phenoEstimate.html index 1a75c9a..b19c096 100644 --- a/docs/reference/phenoEstimate.html +++ b/docs/reference/phenoEstimate.html @@ -151,7 +151,7 @@ See <code><a href='PhenoParams.html'>PhenoParams</a></code> for more details on #> #> Global: #> (GENES) (CELLS) [Seed] -#> 2000 40 457996 +#> 2000 40 33804 #> #> 4 additional parameters #> diff --git a/docs/reference/setParam.html b/docs/reference/setParam.html index 5824593..7b675e5 100644 --- a/docs/reference/setParam.html +++ b/docs/reference/setParam.html @@ -160,7 +160,7 @@ #> #> Global: #> (GENES) (Cells) [Seed] -#> 100 100 457996 +#> 100 100 33804 #> #> 3 additional parameters #> diff --git a/docs/reference/setParams.html b/docs/reference/setParams.html index 7f2abf8..24447c4 100644 --- a/docs/reference/setParams.html +++ b/docs/reference/setParams.html @@ -146,7 +146,7 @@ them manually), see examples.</p> #> #> Global: #> (Genes) (Cells) [Seed] -#> 10000 100 457996 +#> 10000 100 33804 #> #> 3 additional parameters #> @@ -164,7 +164,7 @@ them manually), see examples.</p> #> #> Global: #> (GENES) (CELLS) [Seed] -#> 1000 50 457996 +#> 1000 50 33804 #> #> 3 additional parameters #> @@ -182,7 +182,7 @@ them manually), see examples.</p> #> #> Global: #> (GENES) (CELLS) [Seed] -#> 1000 50 457996 +#> 1000 50 33804 #> #> 3 additional parameters #> diff --git a/docs/reference/simpleEstimate.html b/docs/reference/simpleEstimate.html index 07b9e52..548b300 100644 --- a/docs/reference/simpleEstimate.html +++ b/docs/reference/simpleEstimate.html @@ -152,7 +152,7 @@ details on the parameters.</p> #> #> Global: #> (GENES) (CELLS) [Seed] -#> 2000 40 457996 +#> 2000 40 33804 #> #> 3 additional parameters #> diff --git a/docs/reference/sparseDCEstimate.html b/docs/reference/sparseDCEstimate.html index 675f8df..3ab9bb0 100644 --- a/docs/reference/sparseDCEstimate.html +++ b/docs/reference/sparseDCEstimate.html @@ -173,7 +173,7 @@ input data. The counts are preprocessed using #> #> Global: #> (GENES) (CELLS) [Seed] -#> 500 20 457996 +#> 500 20 33804 #> #> 7 additional parameters #> diff --git a/docs/reference/splatEstDropout.html b/docs/reference/splatEstDropout.html index f275512..f763342 100644 --- a/docs/reference/splatEstDropout.html +++ b/docs/reference/splatEstDropout.html @@ -129,7 +129,9 @@ when simulating dropout.</p> <p>Logistic function parameters are estimated by fitting a logistic function to the relationship between log2 mean gene expression and the proportion of -zeros in each gene. See <code><a href='http://www.rdocumentation.org/packages/stats/topics/nls'>nls</a></code> for details of fitting.</p> +zeros in each gene. See <code><a href='http://www.rdocumentation.org/packages/stats/topics/nls'>nls</a></code> for details of fitting. +Note this is done on the experiment level, more granular (eg. group or cell) +level dropout is not estimated.</p> </div> diff --git a/docs/reference/splatEstimate.html b/docs/reference/splatEstimate.html index 94f0076..4699daf 100644 --- a/docs/reference/splatEstimate.html +++ b/docs/reference/splatEstimate.html @@ -151,7 +151,7 @@ containing count data to estimate parameters from.</p></td> #> #> Global: #> (GENES) (CELLS) [Seed] -#> 2000 40 457996 +#> 2000 40 33804 #> #> 28 additional parameters #> @@ -184,8 +184,8 @@ containing count data to estimate parameters from.</p></td> #> 3.21969047393022 14.7262017878812 #> #> Dropout: -#> [Present] (MIDPOINT) (SHAPE) -#> FALSE 5.00420976858168 -0.652889139821156 +#> [Type] (MIDPOINT) (SHAPE) +#> none 5.00420976858168 -0.652889139821156 #> #> Paths: #> [From] [Length] [Skew] [Non-linear] [Sigma Factor] diff --git a/docs/reference/summariseDiff.html b/docs/reference/summariseDiff.html index 490a07a..a1d0f60 100644 --- a/docs/reference/summariseDiff.html +++ b/docs/reference/summariseDiff.html @@ -127,20 +127,20 @@ Error (RMSE) for the various properties and ranks them.</p> <pre class="examples"><div class='input'><span class='no'>sim1</span> <span class='kw'><-</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'>#> <span class='message'>Getting parameters...</span></div><div class='output co'>#> <span class='message'>Creating simulation object...</span></div><div class='output co'>#> <span class='message'>Simulating library sizes...</span></div><div class='output co'>#> <span class='message'>Simulating gene means...</span></div><div class='output co'>#> <span class='message'>Simulating BCV...</span></div><div class='output co'>#> <span class='message'>Simulating counts..</span></div><div class='output co'>#> <span class='message'>Simulating dropout (if needed)...</span></div><div class='output co'>#> <span class='message'>Done!</span></div><div class='input'><span class='no'>sim2</span> <span class='kw'><-</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'>#> <span class='message'>Simulating means...</span></div><div class='output co'>#> <span class='message'>Simulating counts...</span></div><div class='output co'>#> <span class='message'>Creating final dataset...</span></div><div class='input'><span class='no'>difference</span> <span class='kw'><-</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'>#> <span class='message'>Note that the names of some metrics have changed, see 'Renamed metrics' in ?calculateQCMetrics.</span> #> <span class='message'>Old names are currently maintained for back-compatibility, but may be removed in future releases.</span></div><div class='output co'>#> <span class='message'>Note that the names of some metrics have changed, see 'Renamed metrics' in ?calculateQCMetrics.</span> #> <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'><-</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'>#> Dataset Statistic MAD MADScaled MADRank MAE MAEScaled -#> 1 Splat Mean 2.67384 NaN 1 2.710879 NaN -#> 2 Splat Variance 11.83125 NaN 1 10.836162 NaN -#> 3 Splat ZerosGene 35.00000 NaN 1 40.860000 NaN -#> 4 Splat MeanVar 11.35193 NaN 1 12.464230 NaN -#> 5 Splat MeanZeros 45.00000 NaN 1 43.990000 NaN -#> 6 Splat LibSize 54007.50000 NaN 1 57638.350000 NaN +<span class='fu'>head</span>(<span class='no'>summary</span>)</div><div class='output co'>#> Dataset Statistic MAD MADScaled MADRank MAE MAEScaled +#> 1 Splat Mean 2.578921 NaN 1 2.526951 NaN +#> 2 Splat Variance 11.923672 NaN 1 10.771444 NaN +#> 3 Splat ZerosGene 35.000000 NaN 1 41.210000 NaN +#> 4 Splat MeanVar 11.687919 NaN 1 12.429719 NaN +#> 5 Splat MeanZeros 45.000000 NaN 1 42.440000 NaN +#> 6 Splat LibSize 53750.500000 NaN 1 57352.550000 NaN #> MAERank RMSE RMSEScaled RMSERank -#> 1 1 3.287816 NaN 1 -#> 2 1 13.638593 NaN 1 -#> 3 1 45.098780 NaN 1 -#> 4 1 15.539611 NaN 1 -#> 5 1 53.837719 NaN 1 -#> 6 1 58755.898060 NaN 1</div></pre> +#> 1 1 3.056807 NaN 1 +#> 2 1 13.346501 NaN 1 +#> 3 1 45.518677 NaN 1 +#> 4 1 15.389141 NaN 1 +#> 5 1 51.924946 NaN 1 +#> 6 1 58750.990661 NaN 1</div></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 4dad211..4c7cd3b 100644 --- a/inst/NEWS.Rd +++ b/inst/NEWS.Rd @@ -1,12 +1,14 @@ \name{NEWS} \title{News for Package \pkg{splatter}} -\section{Version 1.3.4, Bioconductor 3.7 Release (2017-04-19)}{ +\section{Version 1.3.5, Bioconductor 3.7 Release (2017-04-25)}{ \itemize{ \item{Move scater to Imports and add scater version} \item{Remove lingering references to SCESets} \item{Add option to use a normal distribution for library sizes in Splat simulations} + \item{Allow Splat dropout parameters to be specified by experiment, batch, + group or cell} \item{Add SparseDC simulation} \item{Rename params in metadata slot of simulation to Params for consistency} diff --git a/man/splatEstDropout.Rd b/man/splatEstDropout.Rd index a2cf09d..478a782 100644 --- a/man/splatEstDropout.Rd +++ b/man/splatEstDropout.Rd @@ -22,4 +22,6 @@ when simulating dropout. Logistic function parameters are estimated by fitting a logistic function to the relationship between log2 mean gene expression and the proportion of zeros in each gene. See \code{\link[stats]{nls}} for details of fitting. +Note this is done on the experiment level, more granular (eg. group or cell) +level dropout is not estimated. } -- GitLab