X-Git-Url: https://git.auder.net/?a=blobdiff_plain;f=pkg%2FR%2FselectVariables.R;h=39e54d2792083d315f02c10cad82942368a2e65a;hb=f7ac8e154ed78624db1a9992adb5576cae499989;hp=d863a4b7faeb5fc7e315c05b017801fb8e06fe2c;hpb=ea5860f1b4fc91f06e371a0b26915198474a849d;p=valse.git diff --git a/pkg/R/selectVariables.R b/pkg/R/selectVariables.R index d863a4b..39e54d2 100644 --- a/pkg/R/selectVariables.R +++ b/pkg/R/selectVariables.R @@ -4,16 +4,16 @@ #' #' @param phiInit an initial estimator for phi (size: p*m*k) #' @param rhoInit an initial estimator for rho (size: m*m*k) -#' @param piInit\tan initial estimator for pi (size : k) +#' @param piInit an initial estimator for pi (size : k) #' @param gamInit an initial estimator for gamma -#' @param mini\t\tminimum number of iterations in EM algorithm -#' @param maxi\t\tmaximum number of iterations in EM algorithm -#' @param gamma\t power in the penalty +#' @param mini minimum number of iterations in EM algorithm +#' @param maxi maximum number of iterations in EM algorithm +#' @param gamma power in the penalty #' @param glambda grid of regularization parameters -#' @param X\t\t\t matrix of regressors -#' @param Y\t\t\t matrix of responses +#' @param X matrix of regressors +#' @param Y matrix of responses #' @param thresh real, threshold to say a variable is relevant, by default = 1e-8 -#' @param eps\t\t threshold to say that EM algorithm has converged +#' @param eps threshold to say that EM algorithm has converged #' @param ncores Number or cores for parallel execution (1 to disable) #' #' @return a list of outputs, for each lambda in grid: selected,Rho,Pi