add some folders; more complete package structure
[valse.git] / pkg / man / gridLambda.Rd
1 % Generated by roxygen2: do not edit by hand
2 % Please edit documentation in R/gridLambda.R
3 \name{gridLambda}
4 \alias{gridLambda}
5 \title{Construct the data-driven grid for the regularization parameters used for the Lasso estimator}
6 \usage{
7 gridLambda(phiInit, rhoInit, piInit, gamInit, X, Y, gamma, mini, maxi, tau)
8 }
9 \arguments{
10 \item{phiInit}{value for phi}
11
12 \item{rhoInit}{value for rho}
13
14 \item{piInit}{value for pi}
15
16 \item{gamInit}{value for gamma}
17
18 \item{X}{matrix of covariates (of size n*p)}
19
20 \item{Y}{matrix of responses (of size n*m)}
21
22 \item{gamma}{power of weights in the penalty}
23
24 \item{mini}{minimum number of iterations in EM algorithm}
25
26 \item{maxi}{maximum number of iterations in EM algorithm}
27
28 \item{tau}{threshold to stop EM algorithm}
29 }
30 \value{
31 the grid of regularization parameters
32 }
33 \description{
34 Construct the data-driven grid for the regularization parameters used for the Lasso estimator
35 }
36