--- a +++ b/man/choose.next.Rd @@ -0,0 +1,27 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/projection.R +\name{choose.next} +\alias{choose.next} +\title{Next variable to enter the current submodel} +\usage{ +choose.next(x, sigma2, fit, fitp, chosen, is.logistic) +} +\arguments{ +\item{x}{Design matrix.} + +\item{sigma2}{Residual variance (1 for logistic regression).} + +\item{fit}{Matrix of fitted values for the full model.} + +\item{fitp}{Matrix of fitted values for the projected model.} + +\item{chosen}{Vector of indices of the columns of \code{x} in the current submodel.} + +\item{is.logistic}{Set to \code{TRUE} for a logistic regression model.} +} +\description{ +Return the index of the variable that should be added to the current model +according to the smallest KL-divergence (linear regression) or the largest +score test (logistic regression). +} +\keyword{internal}