upadate valse.R
[valse.git] / man / selectVariables.Rd
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
6 It is a function which construct, for a given lambda, the sets of
7 relevant variables and irrelevant variables.}
8 \usage{
9 selectVariables(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{
38 TODO
39 }
40 \description{
41 selectVaribles
42 It is a function which construct, for a given lambda, the sets of
43 relevant variables and irrelevant variables.
44 }
45 \examples{
46 TODO
47
48 }
49