--- a +++ b/partyMod/man/Transformations.Rd @@ -0,0 +1,59 @@ +\name{Transformations} +\alias{ptrafo} +\alias{ff_trafo} +\title{ Function for Data Transformations } +\description{ + Transformations of Response or Input Variables +} +\usage{ +ptrafo(data, numeric_trafo = id_trafo, factor_trafo = ff_trafo, + ordered_trafo = of_trafo, surv_trafo = logrank_trafo, + var_trafo = NULL) +ff_trafo(x) +} +\arguments{ + \item{data}{an object of class \code{data.frame}.} + \item{numeric_trafo}{a function to by applied to \code{numeric} + elements of \code{data} returning a matrix with \code{nrow(data)} + rows and an arbitrary number of columns.} + \item{ordered_trafo}{a function to by applied to \code{ordered} + elements of \code{data} returning a matrix with \code{nrow(data)} + rows and an arbitrary number of columns (usually some scores).} + \item{factor_trafo}{a function to by applied to \code{factor} + elements of \code{data} returning a matrix with \code{nrow(data)} + rows and an arbitrary number of columns (usually a dummy or contrast + matrix).} + \item{surv_trafo}{a function to by applied to + elements of class \code{Surv} of \code{data} returning a + matrix with \code{nrow(data)} rows and an arbitrary number of columns.} + \item{var_trafo}{an optional named list of functions to be applied to the + corresponding variables in \code{data}.} + \item{x}{ a factor} +} +\details{ + + \code{trafo} applies its arguments to the elements of \code{data} + according to the classes of the elements. See \code{\link[coin]{Transformations}} + for more documentation and examples. + + In the presence of missing values, one needs to make sure that all + user-supplied functions deal with that. + +} +\value{ + + A named matrix with \code{nrow(data)} rows and + arbitrary number of columns. + +} +\examples{ + + ### rank a variable + ptrafo(data.frame(y = 1:20), + numeric_trafo = function(x) rank(x, na.last = "keep")) + + ### dummy coding of a factor + ptrafo(data.frame(y = gl(3, 9))) + +} +\keyword{manip}