\name{DGEList} \alias{DGEList} \title{ DGEList Constructor } \description{ A function to create a \code{DGEList} object from a table of counts (rows=features, columns=samples), group indicator for each column, library size (optional) and a table of annotation (optional) } \usage{ DGEList(counts = matrix(0, 0, 0), lib.size = NULL, group = factor(), genes = NULL, remove.zeros = FALSE) } %- maybe also 'usage' for other objects documented here. \arguments{ \item{counts}{numeric matrix containing the read counts.} \item{lib.size}{numeric vector containing the total to normalize against for each sample (optional)} \item{group}{vector giving the experimental group/condition for each sample/library} \item{genes}{data frame containing annotation information for the tags/transcripts/genes for which we have count data (optional).} \item{remove.zeros}{whether to remove rows that have 0 total count; default is FALSE so as to retain all information in the dataset} } \details{ If no \code{lib.size} argument is passed to the constructor, the column totals are used. The optional \code{genes} argument is meant to be an annotation data.frame, with rows matching those in the \code{counts} argument. } \value{a \code{DGEList} object} \author{Mark Robinson} \seealso{\code{\link{DGEList}}} \examples{ y <- matrix(rnbinom(10000,mu=5,size=2),ncol=4) d <- DGEList(counts=y, group=rep(1:2,each=2), lib.size=colSums(y)) }