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<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Sample Size Calculation for RNA-Seq Experimental Design</dc:title>
  <dc:title>R package ssizeRNA version 1.3.3</dc:title>
  <dc:subject>CRAN Task View: ExperimentalDesign (https://CRAN.R-project.org/view=ExperimentalDesign)</dc:subject>
  <dc:description>We propose a procedure for sample size calculation while
    controlling false discovery rate for RNA-seq experimental design. Our
    procedure depends on the Voom method proposed for RNA-seq data analysis
    by Law et al. (2014) &lt;DOI:10.1186/gb-2014-15-2-r29&gt; and the sample size 
    calculation method proposed for microarray experiments by Liu and Hwang 
    (2007) &lt;DOI:10.1093/bioinformatics/btl664&gt;. We develop a set of functions
    that calculates appropriate sample sizes for two-sample t-test for RNA-seq
    experiments with fixed or varied set of parameters. The outputs also contain a
    plot of power versus sample size, a table of power at different sample sizes,
    and a table of critical test values at different sample sizes. 
    To install this package, please use 
    'source("http://bioconductor.org/biocLite.R"); biocLite("ssizeRNA")'. 
    For R version 3.5 or greater, please use  
    'if(!requireNamespace("BiocManager", quietly = TRUE)){install.packages("BiocManager")}; BiocManager::install("ssizeRNA")'.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 3.2.3)</dc:relation>
  <dc:relation>Imports: MASS, Biobase, edgeR, limma, qvalue, ssize.fdr, graphics,
stats</dc:relation>
  <dc:relation>Suggests: knitr</dc:relation>
  <dc:creator>Ran Bi &lt;biranpier@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Ran Bi [aut, cre],
  Peng Liu [aut],
  Tim Triche [ctb]</dc:contributor>
  <dc:rights>GPL (&gt;= 2)</dc:rights>
  <dc:date>2025-04-08</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=ssizeRNA</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.ssizeRNA</dc:identifier>
</oai_dc:dc>
