| 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 | |