Revision 0e4ff321a1e17d4a2b03adb63568b6e881ae2114 authored by Bettina Gruen on 20 March 2012, 00:00:00 UTC, committed by Gabor Csardi on 20 March 2012, 00:00:00 UTC
1 parent aed0cd8
FLXMRmgcv.Rd
\name{FLXMRmgcv}
\alias{FLXMRmgcv}
\alias{FLXMRmgcv-class}
\title{FlexMix Interface to GAMs}
\description{
This is a driver which allows fitting of mixtures of GAMs.
}
\usage{
FLXMRmgcv(formula = . ~ ., family = c("gaussian", "binomial", "poisson"),
offset = NULL, control = NULL, optimizer = c("outer", "newton"),
in.out = NULL, eps = .Machine$double.eps, ...)
}
\arguments{
\item{formula}{A formula which is interpreted relative to the formula
specified in the call to \code{\link{flexmix}} using
\code{\link{update.formula}}. Default is to use the original
\code{\link{flexmix}} model
formula.}
\item{family}{A character string naming a \code{\link{glm}}
family function.}
\item{offset}{This can be used to specify an \emph{a priori} known
component to be included in the linear predictor during fitting.}
\item{control}{A list of fit control parameters returned by
\code{gam.control}.}
\item{optimizer}{An array specifying the numerical optimization method
to use to optimize the smoothing parameter estimation criterion; for
more details see \code{\link[mgcv]{gam}}.}
\item{in.out}{Optional list for initializing outer iteration; for more
details see \code{\link[mgcv]{gam}}.}
\item{eps}{Observations with an a-posteriori probability smaller or
equal to \code{eps} are omitted in the M-step.}
\item{\dots}{Additional arguments to be pased to the GAM fitter.}
}
\value{
Returns an object of class \code{FLXMRmgcv}.
}
\author{
Bettina Gruen
}
\seealso{
\code{\link{FLXMRglm}}
}
\keyword{regression}
\keyword{cluster}
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