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
multinomialLogitMix
View on CRAN: Click
here
Download and install multinomialLogitMix package within the R console
Install from CRAN:
install.packages("multinomialLogitMix")
Install from Github:
library("remotes")
install_github("cran/multinomialLogitMix") Install by package version:
library("remotes")
install_version("multinomialLogitMix", "1.1") Attach the package and use:
library("multinomialLogitMix")
Maintained by
Panagiotis Papastamoulis
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-08-23
Latest Update: 2023-07-17
Description:
Methods for model-based clustering of multinomial counts under the presence of covariates using mixtures of multinomial logit models, as implemented in Papastamoulis (2023) . These models are estimated under a frequentist as well as a Bayesian setup using the Expectation-Maximization algorithm and Markov chain Monte Carlo sampling (MCMC), respectively. The (unknown) number of clusters is selected according to the Integrated Completed Likelihood criterion (for the frequentist model), and estimating the number of non-empty components using overfitting mixture models after imposing suitable sparse prior assumptions on the mixing proportions (in the Bayesian case), see Rousseau and Mengersen (2011) . In the latter case, various MCMC chains run in parallel and are allowed to switch states. The final MCMC output is suitably post-processed in order to undo label switching using the Equivalence Classes Representatives (ECR) algorithm, as described in Papastamoulis (2016) .
How to cite:
Panagiotis Papastamoulis (2022). multinomialLogitMix: Clustering Multinomial Count Data under the Presence of Covariates. R package version 1.1, https://cran.r-project.org/web/packages/multinomialLogitMix. Accessed 26 Oct. 2026.
Previous versions and publish date:
(2026-07-09 06:33), 1.0 (2022-08-23 10:30)
Other packages that cited multinomialLogitMix R package
View multinomialLogitMix citation profile
Other R packages that multinomialLogitMix depends,
imports, suggests or enhances
Complete documentation for multinomialLogitMix
Functions, R codes and Examples using
the multinomialLogitMix R package
Some associated functions: dealWithLabelSwitching . expected_complete_LL . gibbs_mala_sampler . gibbs_mala_sampler_ppt . log_dirichlet_pdf . mala_proposal . mixLoglikelihood_GLM . mix_mnm_logistic . multinomialLogitMix-package . multinomialLogitMix . multinomial_logistic_EM . myDirichlet . newton_raphson_mstep . shakeEM_GLM . simulate_multinomial_data . splitEM_GLM .
Some associated R codes: RcppExports.R . multinomialLogitMix.R . Full multinomialLogitMix package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
rts2
Supports modelling real-time case data to facilitate the real-time
surveillance of infectious disea ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Sam Watson (view profile)
MARSS
The MARSS package provides maximum-likelihood parameter
estimation for constrained and unconstraine ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Elizabeth Eli Holmes (view profile)
LSDsensitivity
Tools for sensitivity analysis of LSD simulation models. Reads object-oriented data produced by LSD ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Marcelo C. Pereira (view profile)
SADEG
We analyzed the nucleotide composition of genes with a special emphasis on stability of DNA sequence ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Babak Khorsand (view profile)
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
29,218
R Packages
247,686
Dependencies
77,281
Author Associations
29,219
Publication Badges
