reorganize test folder: tests generation with MATLAB almost OK (but suboptimal method)
[valse.git] / man / selectVariables.Rd
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1% Generated by roxygen2: do not edit by hand
2% Please edit documentation in R/selectVariables.R
3\name{selectVariables}
4\alias{selectVariables}
5\title{selectVaribles
6It is a function which construct, for a given lambda, the sets of
7relevant variables and irrelevant variables.}
8\usage{
9selectVariables(phiInit, rhoInit, piInit, gamInit, mini, maxi, gamma, glambda,
10 X, Y, thres, tau)
11}
12\arguments{
13\item{phiInit}{an initial estimator for phi (size: p*m*k)}
14
15\item{rhoInit}{an initial estimator for rho (size: m*m*k)}
16
17\item{piInit}{an initial estimator for pi (size : k)}
18
19\item{gamInit}{an initial estimator for gamma}
20
21\item{mini}{minimum number of iterations in EM algorithm}
22
23\item{maxi}{maximum number of iterations in EM algorithm}
24
25\item{gamma}{power in the penalty}
26
27\item{glambda}{grid of regularization parameters}
28
29\item{X}{matrix of regressors}
30
31\item{Y}{matrix of responses}
32
33\item{thres}{threshold to consider a coefficient to be equal to 0}
34
35\item{tau}{threshold to say that EM algorithm has converged}
36}
37\value{
38TODO
39}
40\description{
41selectVaribles
42It is a function which construct, for a given lambda, the sets of
43relevant variables and irrelevant variables.
44}
45\examples{
46TODO
47
48}
49