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jminnier committed Nov 1, 2023
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134 changes: 67 additions & 67 deletions 2023_11_PowerSampleSize_OCTRIBERD_RNAseq/2023_11_pss_rnaseq.html
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<link href="2023_11_pss_rnaseq_files/libs/quarto-html/quarto-syntax-highlighting.css" rel="stylesheet" id="quarto-text-highlighting-styles"><meta charset="utf-8">
<meta name="generator" content="quarto-1.2.256">

<meta name="author" content="Jessica Minnier, Associate Professor of Biostatistics">
<meta name="author" content="Jessica Minnier">
<title>Power and Sample Size for RNA-seq Experiments</title>
<meta name="apple-mobile-web-app-capable" content="yes">
<meta name="apple-mobile-web-app-status-bar-style" content="black-translucent">
Expand Down Expand Up @@ -414,7 +414,7 @@ <h1 class="title">Power and Sample Size for RNA-seq Experiments</h1>
<div class="quarto-title-authors">
<div class="quarto-title-author">
<div class="quarto-title-author-name">
Jessica Minnier, Associate Professor of Biostatistics
Jessica Minnier
</div>
<p class="quarto-title-affiliation">
OHSU
Expand Down Expand Up @@ -740,45 +740,45 @@ <h2>Example R code, ssizeRNA</h2>
<span id="cb2-3"><a href="#cb2-3"></a>size_out<span class="sc">$</span>ssize</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<div class="cell-output cell-output-stdout">
<pre><code> pi0 ssize power
[1,] 0.8 14 0.8393099</code></pre>
[1,] 0.8 14 0.8368389</code></pre>
</div>
<div class="sourceCode cell-code" id="cb4"><pre class="sourceCode numberSource r number-lines code-with-copy"><code class="sourceCode r"><span id="cb4-1"><a href="#cb4-1"></a><span class="co"># power: power calculations with corresponding sample sizes.</span></span>
<span id="cb4-2"><a href="#cb4-2"></a>size_out<span class="sc">$</span>power</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<div class="cell-output cell-output-stdout">
<pre><code> n 0.8
[1,] 3 0.0000000
[2,] 4 0.0000000
[3,] 5 0.0061645
[4,] 6 0.0984413
[5,] 7 0.2381532
[6,] 8 0.3756802
[7,] 9 0.4959341
[8,] 10 0.5962760
[9,] 11 0.6781612
[10,] 12 0.7442056
[11,] 13 0.7971129
[12,] 14 0.8393099
[13,] 15 0.8728672
[14,] 16 0.8995036
[15,] 17 0.9206182
[16,] 18 0.9373283
[17,] 19 0.9505492
[18,] 20 0.9609931
[19,] 21 0.9692400
[20,] 22 0.9757500
[21,] 23 0.9808852
[22,] 24 0.9849333
[23,] 25 0.9881243
[24,] 26 0.9906379
[25,] 27 0.9926184
[26,] 28 0.9941786
[27,] 29 0.9954073
[28,] 30 0.9963752
[29,] 31 0.9971380
[30,] 32 0.9977389
[31,] 33 0.9982126
[32,] 34 0.9985861
[33,] 35 0.9988806</code></pre>
[3,] 5 0.0059516
[4,] 6 0.0971614
[5,] 7 0.2360246
[6,] 8 0.3730270
[7,] 9 0.4930094
[8,] 10 0.5932630
[9,] 11 0.6751886
[10,] 12 0.7413703
[11,] 13 0.7944454
[12,] 14 0.8368389
[13,] 15 0.8706152
[14,] 16 0.8974796
[15,] 17 0.9188044
[16,] 18 0.9357252
[17,] 19 0.9491345
[18,] 20 0.9597533
[19,] 21 0.9681630
[20,] 22 0.9748164
[21,] 23 0.9800804
[22,] 24 0.9842438
[23,] 25 0.9875332
[24,] 26 0.9901348
[25,] 27 0.9921901
[26,] 28 0.9938155
[27,] 29 0.9951005
[28,] 30 0.9961158
[29,] 31 0.9969194
[30,] 32 0.9975551
[31,] 33 0.9980580
[32,] 34 0.9984566
[33,] 35 0.9987720</code></pre>
</div>
</div>
<img data-src="2023_11_pss_rnaseq_files/figure-revealjs/unnamed-chunk-1-1.png" width="960" class="r-stretch"></section>
Expand Down Expand Up @@ -868,45 +868,45 @@ <h2>Pilot data or public data</h2>
<span id="cb13-3"><a href="#cb13-3"></a>size_out<span class="sc">$</span>ssize</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<div class="cell-output cell-output-stdout">
<pre><code> pi0 ssize power
[1,] 0.8 8 0.8068609</code></pre>
[1,] 0.8 8 0.8008723</code></pre>
</div>
<div class="sourceCode cell-code" id="cb15"><pre class="sourceCode numberSource r number-lines code-with-copy"><code class="sourceCode r"><span id="cb15-1"><a href="#cb15-1"></a><span class="co"># power: power calculations with corresponding sample sizes.</span></span>
<span id="cb15-2"><a href="#cb15-2"></a>size_out<span class="sc">$</span>power</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<div class="cell-output cell-output-stdout">
<pre><code> n 0.8
[1,] 3 0.0000000
[2,] 4 0.1584711
[3,] 5 0.4421728
[4,] 6 0.6214126
[5,] 7 0.7337198
[6,] 8 0.8068609
[7,] 9 0.8562598
[8,] 10 0.8906682
[9,] 11 0.9152706
[10,] 12 0.9332618
[11,] 13 0.9466712
[12,] 14 0.9568361
[13,] 15 0.9646599
[14,] 16 0.9707612
[15,] 17 0.9755790
[16,] 18 0.9794242
[17,] 19 0.9825252
[18,] 20 0.9850497
[19,] 21 0.9871208
[20,] 22 0.9888359
[21,] 23 0.9902645
[22,] 24 0.9914644
[23,] 25 0.9924768
[24,] 26 0.9933376
[25,] 27 0.9940732
[26,] 28 0.9947049
[27,] 29 0.9952501
[28,] 30 0.9957233
[29,] 31 0.9961354
[30,] 32 0.9964963
[31,] 33 0.9968129
[32,] 34 0.9970923
[33,] 35 0.9973394</code></pre>
[2,] 4 0.1542642
[3,] 5 0.4355973
[4,] 6 0.6145024
[5,] 7 0.7271522
[6,] 8 0.8008723
[7,] 9 0.8509023
[8,] 10 0.8859233
[9,] 11 0.9110785
[10,] 12 0.9295591
[11,] 13 0.9433935
[12,] 14 0.9539340
[13,] 15 0.9620815
[14,] 16 0.9684647
[15,] 17 0.9735264
[16,] 18 0.9775836
[17,] 19 0.9808705
[18,] 20 0.9835559
[19,] 21 0.9857692
[20,] 22 0.9876086
[21,] 23 0.9891476
[22,] 24 0.9904439
[23,] 25 0.9915432
[24,] 26 0.9924802
[25,] 27 0.9932837
[26,] 28 0.9939767
[27,] 29 0.9945768
[28,] 30 0.9950990
[29,] 31 0.9955553
[30,] 32 0.9959561
[31,] 33 0.9963093
[32,] 34 0.9966214
[33,] 35 0.9968984</code></pre>
</div>
</div>
<img data-src="2023_11_pss_rnaseq_files/figure-revealjs/unnamed-chunk-2-1.png" width="960" class="r-stretch"></section>
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