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
MGMM
View on CRAN: Click
here
Download and install MGMM package within the R console
Install from CRAN:
install.packages("MGMM")
Install from Github:
library("remotes")
install_github("cran/MGMM") Install by package version:
library("remotes")
install_version("MGMM", "1.0.1.1") Attach the package and use:
library("MGMM")
Maintained by
Zachary McCaw
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-08-26
Latest Update: 2023-09-30
Description:
Parameter estimation and classification for Gaussian Mixture Models (GMMs) in the presence of missing data. This package complements existing implementations by allowing for both missing elements in the input vectors and full (as opposed to strictly diagonal) covariance matrices. Estimation is performed using an expectation conditional maximization algorithm that accounts for missingness of both the cluster assignments and the vector components. The output includes the marginal cluster membership probabilities; the mean and covariance of each cluster; the posterior probabilities of cluster membership; and a completed version of the input data, with missing values imputed to their posterior expectations. For additional details, please see McCaw ZR, Julienne H, Aschard H. "Fitting Gaussian mixture models on incomplete data." .
How to cite:
Zachary McCaw (2020). MGMM: Missingness Aware Gaussian Mixture Models. R package version 1.0.1.1, https://cran.r-project.org/web/packages/MGMM. Accessed 02 Sep. 2026.
Previous versions and publish date:
Other packages that cited MGMM R package
View MGMM citation profile
Other R packages that MGMM depends,
imports, suggests or enhances
Complete documentation for MGMM
Functions, R codes and Examples using
the MGMM R package
Some associated functions: CalHar . ChooseK . ClustQual . CombineMIs . DavBou . FitGMM . FitMVN . FitMix . GenImputation . MGMM . MixUpdateMeans . PartitionData . ReconstituteData . logLik.mix . logLik.mvn . mean.mix . mean.mvn . mix-class . mix-method . mvn-class . mvn-method . print.mix . print.mvn . rGMM . vcov.mix . vcov.mvn .
Some associated R codes: 00_About.R . 01_Class.R . 02_DataGen.R . 03_Expectations.R . 04_Partition_Data.R . 05_Single_MVN.R . 06_Mix_MVN.R . 07_Estimation.R . 08_Clustering.R . 09_Imputation.R . RcppExports.R . Full MGMM package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
ggsci
A collection of 'ggplot2' color palettes inspired by
plots in scientific journals, data visualizati ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Nan Xiao (view profile)
recmap
Implements the RecMap MP2 construction heuristic
.
This algorithm draw ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Christian Panse (view profile)
quickcode
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
multicmp
A toolkit containing statistical analysis models motivated by multivariate forms of the Conway-Maxwe ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Diag Davenport (view profile)
VIM
New tools for the visualization of missing and/or imputed values are introduced, which can be used f ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Matthias Templ (view profile)
28,437
R Packages
239,283
Dependencies
75,283
Author Associations
28,438
Publication Badges
