\name{shrinkldaCMA-methods} \docType{methods} \alias{shrinkldaCMA-methods} \alias{shrinkldaCMA,matrix,numeric,missing-method} \alias{shrinkldaCMA,matrix,factor,missing-method} \alias{shrinkldaCMA,data.frame,missing,formula-method} \alias{shrinkldaCMA,ExpressionSet,character,missing-method} \title{Shrinkage linear discriminant analysis} \description{Linear Discriminant Analysis combined with the James-Stein-Shrinkage approach of Schaefer and Strimmer (2005) for the covariance matrix. Currently still an experimental version. For \code{S4} method information, see \link{shrinkldaCMA-methods}} \section{Methods}{ \describe{ \item{X = "matrix", y = "numeric", f = "missing"}{signature 1} \item{X = "matrix", y = "factor", f = "missing"}{signature 2} \item{X = "data.frame", y = "missing", f = "formula"}{signature 3} \item{X = "ExpressionSet", y = "character", f = "missing"}{signature 4} } For further argument and output information, consult \code{\link{shrinkldaCMA}}. } \keyword{multivariate}