R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
valse
View on CRAN: Click
here
Download and install valse package within the R console
Install from CRAN:
install.packages("valse")
Install from Github:
library("remotes")
install_github("cran/valse")
Install by package version:
library("remotes")
install_version("valse", "0.1-0")
Attach the package and use:
library("valse")
Maintained by
Benjamin Auder
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
First Published: 2021-05-31
Latest Update: 2021-05-31
Description:
Two methods are implemented to cluster data with finite mixture regression models. Those procedures deal with high-dimensional covariates and responses through a variable selection procedure based on the Lasso estimator. 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 (2016) <doi:10.48550/arXiv.1409.1333>, published in Advances in Data Analysis and Clustering.
How to cite:
Benjamin Auder (2021). valse: Variable Selection with Mixture of Models. R package version 0.1-0, https://cran.r-project.org/web/packages/valse. Accessed 28 Mar. 2025.
Previous versions and publish date:
0.1-0 (2021-05-31 10:00)
Other packages that cited valse R package
View valse citation profile
Other R packages that valse depends,
imports, suggests or enhances
Functions, R codes and Examples using
the valse R package
Some associated functions: EMGLLF . EMGrank . computeGridLambda . constructionModelesLassoMLE . constructionModelesLassoRank . generateXY . initSmallEM . plot_valse . runValse . selectVariables . valse-package .
Some associated R codes: A_NAMESPACE.R . EMGLLF.R . EMGrank.R . computeGridLambda.R . constructionModelesLassoMLE.R . constructionModelesLassoRank.R . generateXY.R . initSmallEM.R . main.R . plot_valse.R . selectVariables.R . util.R . Full valse package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
transfR
A geomorphology-based hydrological modelling for transferring streamflow measurements from gauged to ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Alban de Lavenne (view profile)
pleiotest
It performs a fast multi-trait genome-wide association analysis based on seemingly unrelated regress ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Fernando Aguate (view profile)
hts
Provides methods for analysing and forecasting hierarchical and
grouped time series. The available ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Earo Wang (view profile)
rsvd
Low-rank matrix decompositions are fundamental tools and widely used for data
analysis, dimension r ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: N. Benjamin Erichson (view profile)
FuzzyResampling
The classical (i.e. Efron's, see Efron and Tibshirani (1994, ISBN:978-0412042317) "An Introduction ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Maciej Romaniuk (view profile)
23,842
R Packages
207,311
Dependencies
64,420
Author Associations
23,781
Publication Badges
