X-Git-Url: https://git.auder.net/?p=valse.git;a=blobdiff_plain;f=pkg%2FR%2FselectVariables.R;h=cdc0ec00f672d534d65c8a9b5dfb951b79a5e468;hp=bfe4042d1ec639173b38bd65ac9cb113c186b564;hb=ca277ac5ab51fef149014eb5e4610403fdb3227b;hpb=a3cbbaea1cc3c107e5ca62ed1ffe7b9499de0a91 diff --git a/pkg/R/selectVariables.R b/pkg/R/selectVariables.R index bfe4042..cdc0ec0 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