X-Git-Url: https://git.auder.net/?p=valse.git;a=blobdiff_plain;f=pkg%2FDESCRIPTION;h=ed3eb2f01bcf65d379a0681e0d7c2a18a04faa42;hp=5febdc0aa7e2742e955a1ed7aa2511e5145a377f;hb=6382130f19d2de72fed32c91c5431caa6481dbf3;hpb=f9143bd90ee989e7fede640b4c411374be8e2099 diff --git a/pkg/DESCRIPTION b/pkg/DESCRIPTION index 5febdc0..ed3eb2f 100644 --- a/pkg/DESCRIPTION +++ b/pkg/DESCRIPTION @@ -1,6 +1,6 @@ Package: valse -Title: Variable Selection With Mixture Of Models -Date: 2016-12-01 +Title: Variable Selection with Mixture of Models +Date: 2021-05-16 Version: 0.1-0 Description: Two methods are implemented to cluster data with finite mixture regression models. Those procedures deal with high-dimensional covariates and @@ -8,24 +8,38 @@ Description: Two methods are implemented to cluster data with finite mixture A low-rank constraint could be added, computed for the Lasso-Rank procedure. A collection of models is constructed, varying the level of sparsity and the number of clusters, and a model is selected using a model selection criterion - (slope heuristic, BIC or AIC). Details of the procedure are provided in 'Model- - based clustering for high-dimensional data. Application to functional data' by - Emilie Devijver, published in Advances in Data Analysis and Clustering (2016). -Author: Benjamin Auder [aut,cre], + (slope heuristic, BIC or AIC). Details of the procedure are provided in + "Model-based clustering for high-dimensional data. Application to functional data" + by Emilie Devijver (2016) , + published in Advances in Data Analysis and Clustering. +Author: Benjamin Auder [aut,cre], Emilie Devijver [aut], - Benjamin Goehry [aut] -Maintainer: Benjamin Auder + Benjamin Goehry [ctb] +Maintainer: Benjamin Auder Depends: - R (>= 3.0.0) + R (>= 3.5.0) Imports: MASS, - methods -Suggests: parallel, - testhat, - devtools, - rmarkdown -URL: http://git.auder.net/?p=valse.git + cowplot, + ggplot2, + reshape2 +Suggests: + capushe, + roxygen2 +URL: https://git.auder.net/?p=valse.git License: MIT + file LICENSE -VignetteBuilder: knitr -RoxygenNote: 5.0.1 +RoxygenNote: 7.1.1 +Collate: + 'plot_valse.R' + 'main.R' + 'selectVariables.R' + 'constructionModelesLassoRank.R' + 'constructionModelesLassoMLE.R' + 'computeGridLambda.R' + 'initSmallEM.R' + 'EMGrank.R' + 'EMGLLF.R' + 'generateXY.R' + 'A_NAMESPACE.R' + 'util.R'