CRAN/E | em

em

Generic EM Algorithm

Installation

About

A generic function for running the Expectation-Maximization (EM) algorithm within a maximum likelihood framework, based on Dempster, Laird, and Rubin (1977) doi:10.1111/j.2517-6161.1977.tb01600.x is implemented. It can be applied after a model fitting using R's existing functions and packages.

github.com/wudongjie/em
System requirements C++11
Bug report File report

Key Metrics

Version 1.0.0
R ≥ 3.0.0
Published 2023-01-11 468 days ago
Needs compilation? yes
License GPL (≥ 3)
CRAN checks em results

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Maintainer

Maintainer

Dongjie Wu

dwu.jacob@gmail.com

Authors

Dongjie Wu

aut / cre / cph

Material

Reference manual
Package source

Vignettes

em: A Generic Function of the EM Algorithm for Finite Mixture Models in R

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 3.0.0

Imports

stats
utils
survival
plm
methods
mclust
dplyr
numDeriv
nnet
magrittr

Suggests

testthat ≥ 3.0.0
parallel
fitdistrplus
gnm

LinkingTo

Rcpp
RcppArmadillo