pkg/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{selectVariables}
   6 \usage{
   7 selectVariables(phiInit, rhoInit, piInit, gamInit, mini, maxi, gamma, glambda,
   8   X, Y, thresh, tau, ncores = 1)
   9 }
  10 \arguments{
  11 \item{phiInit}{an initial estimator for phi (size: p*m*k)}
  12
  13 \item{rhoInit}{an initial estimator for rho (size: m*m*k)}
  14
  15 \item{piInit}{an initial estimator for pi (size : k)}
  16
  17 \item{gamInit}{an initial estimator for gamma}
  18
  19 \item{mini}{minimum number of iterations in EM algorithm}
  20
  21 \item{maxi}{maximum number of iterations in EM algorithm}
  22
  23 \item{gamma}{power in the penalty}
  24
  25 \item{glambda}{grid of regularization parameters}
  26
  27 \item{X}{matrix of regressors}
  28
  29 \item{Y}{matrix of responses}
  30
  31 \item{tau}{threshold to say that EM algorithm has converged}
  32
  33 \item{thres}{threshold to consider a coefficient to be equal to 0}
  34 }
  35 \value{
  36 a list of outputs, for each lambda in grid: selected,Rho,Pi
  37 }
  38 \description{
  39 It is a function which construct, for a given lambda, the sets of relevant variables.
  40 }
  41 \examples{
  42 TODO
  43
  44 }
  45