--- a +++ b/man/DEGanalysis.Rd @@ -0,0 +1,69 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/DIscBIO-generic-DEGanalysis.R +\name{DEGanalysis} +\alias{DEGanalysis} +\alias{DEGanalysis,DISCBIO-method} +\title{Determining differentially expressed genes (DEGs) between all + individual clusters.} +\usage{ +DEGanalysis( + object, + K, + Clustering = "K-means", + fdr = 0.05, + name = "Name", + export = FALSE, + quiet = FALSE, + plot = TRUE, + filename_deg = "DEGsTable", + filename_sigdeg = "sigDEG", + ... +) + +\S4method{DEGanalysis}{DISCBIO}( + object, + K, + Clustering = "K-means", + fdr = 0.05, + name = "Name", + export = FALSE, + quiet = FALSE, + plot = TRUE, + filename_deg = "DEGsTable", + filename_sigdeg = "sigDEG", + ... +) +} +\arguments{ +\item{object}{\code{DISCBIO} class object.} + +\item{K}{A numeric value of the number of clusters.} + +\item{Clustering}{Clustering has to be one of the following: +["K-means","MB"]. Default is "K-means"} + +\item{fdr}{A numeric value of the false discovery rate. Default is 0.05.} + +\item{name}{A string vector showing the name to be used to save the resulted +tables.} + +\item{export}{A logical vector that allows writing the final gene list in +excel file. Default is TRUE.} + +\item{quiet}{if `TRUE`, suppresses intermediate text output} + +\item{plot}{if `TRUE`, plots are generated} + +\item{filename_deg}{Name of the exported DEG table} + +\item{filename_sigdeg}{Name of the exported sigDEG table} + +\item{...}{additional parameters to be passed to samr()} +} +\value{ +A list containing two tables. +} +\description{ +This function defines DEGs between all individual clusters + generated by either K-means or model based clustering. +}