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