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
pmclust
View on CRAN: Click
here
Download and install pmclust package within the R console
Install from CRAN:
install.packages("pmclust")
Install from Github:
library("remotes")
install_github("cran/pmclust")
Install by package version:
library("remotes")
install_version("pmclust", "0.2-1")
Attach the package and use:
library("pmclust")
Maintained by
Wei-Chen Chen
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-02-08
Latest Update: 2021-02-11
Description:
Aims to utilize model-based clustering (unsupervised)
for high dimensional and ultra large data, especially in a distributed
manner. The code employs 'pbdMPI' to perform a
expectation-gathering-maximization algorithm
for finite mixture Gaussian
models. The unstructured dispersion matrices are assumed in the
Gaussian models. The implementation is default in the single program
multiple data programming model. The code can be executed
through 'pbdMPI' and MPI' implementations such as 'OpenMPI'
and 'MPICH'.
See the High Performance Statistical Computing website
for more information, documents and examples.
How to cite:
Wei-Chen Chen (2012). pmclust: Parallel Model-Based Clustering using Expectation-Gathering-Maximization Algorithm for Finite Mixture Gaussian Model. R package version 0.2-1, https://cran.r-project.org/web/packages/pmclust. Accessed 10 Apr. 2025.
Previous versions and publish date:
Other packages that cited pmclust R package
View pmclust citation profile
Other R packages that pmclust depends,
imports, suggests or enhances
Complete documentation for pmclust
Functions, R codes and Examples using
the pmclust R package
Some associated functions: 00_pmclust-package . 01-pmclust_pkmeans . 10_d.readme . 11_d.set.global . 12_d.param . 13_d.control . 20-assign.N.sample . 30-em.one.e . 30-em.one.m . 30-em.one . 30-em_initial . 30-em_like . 40-generate.MixSim . 40-generate.basic . 41-get.N.CLASS . 50-indep.logL . 50-mb.print . 50-update.class . 60-print . zz-internal .
Some associated R codes: Full pmclust package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
RODBC
Maintainer: Brian Ripley (view profile)
txtq
This queue is a data structure that lets parallel processes send and receive messages, and it can he ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: William Michael Landau (view profile)
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)
ecochange
Essential Biodiversity Variables (EBV) are state variables with dimensions on time, space, and biolo ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Wilson Lara Henao (view profile)
webglobe
Displays geospatial data on an interactive 3D globe in the web browser. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Richard Barnes (view profile)
GRNNs
This General Regression Neural Networks Package uses various distance functions.
It was motivated b ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Shufeng LI (view profile)
24,012
R Packages
207,311
Dependencies
64,867
Author Associations
24,013
Publication Badges
