add some folders; more complete package structure
[valse.git] / pkg / man / gridLambda.Rd
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c7dab9ff 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{
7gridLambda(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{
31the grid of regularization parameters
32}
33\description{
34Construct the data-driven grid for the regularization parameters used for the Lasso estimator
35}
36