EM Algorithm for Model-Based Clustering of Finite Mixture Gaussian Distribution

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Documentation for package ‘EMCluster’ version 0.2-15

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Code demos. Use demo() to run them.

Help Pages

EMCluster-package	EM Algorithm for Model-Based Clustering of Finite Mixture Gaussian Distribution
.EMC	EM Control Generator and Controller
.EMC.Rnd	EM Control Generator and Controller
.EMC.Rndp	EM Control Generator and Controller
.EMControl	EM Control Generator and Controller
assign.class	Assign Class Id
bh.fdr	Likelihood Mixture Test (LMT) Functions of EMCluster
class2Gamma	Convert Matrices in Different Format
col.ppcontour	Likelihood Mixture Test (LMT) Functions of EMCluster
da1	Dataset for demonstrations
da2	Dataset for demonstrations
da3	Dataset for demonstrations
dlmvn	Density of (Mixture) Multivariate Normal Distribution
dmixmvn	Density of (Mixture) Multivariate Normal Distribution
dmvn	Density of (Mixture) Multivariate Normal Distribution
e.step	Single E- and M-step
em.aic	Information Criteria for Model-Based Clustering
em.bic	Information Criteria for Model-Based Clustering
em.clc	Information Criteria for Model-Based Clustering
em.EM	Initialization and EM Algorithm
em.ic	Information Criteria for Model-Based Clustering
em.icl	Information Criteria for Model-Based Clustering
em.icl.bic	Information Criteria for Model-Based Clustering
emcluster	EM Algorithm for model-based clustering
emgroup	Other Initializations
emobj object	EM Algorithm for model-based clustering
emret class	EM Algorithm for model-based clustering
exhaust.EM	Initialization and EM Algorithm
fill.ppcontour	Likelihood Mixture Test (LMT) Functions of EMCluster
fill.ppmu	Likelihood Mixture Test (LMT) Functions of EMCluster
fill.pppoints	Likelihood Mixture Test (LMT) Functions of EMCluster
Gamma2class	Convert Matrices in Different Format
GenDataSet	Likelihood Mixture Test (LMT) Functions of EMCluster
GenMixDataSet	Likelihood Mixture Test (LMT) Functions of EMCluster
get.cov.logit.PI	Post I Information Functions of EMCluster
get.cov.logit.z	Post I Information Functions of EMCluster
get.cov.param	Post I Information Functions of EMCluster
get.cov.post.z	Post I Information Functions of EMCluster
get.E.chi2	Likelihood Mixture Test (LMT) Functions of EMCluster
get.E.delta	Likelihood Mixture Test (LMT) Functions of EMCluster
get.logor.stat	Post I Information Functions of EMCluster
Gmat	Likelihood Mixture Test (LMT) Functions of EMCluster
gridOne	Likelihood Mixture Test (LMT) Functions of EMCluster
init.EM	Initialization and EM Algorithm
Iy	Likelihood Mixture Test (LMT) Functions of EMCluster
Iy2	Likelihood Mixture Test (LMT) Functions of EMCluster
Jaccard.Index	Jaccard Index
lmt	Likelihood Mixture Tests
logL	Density of (Mixture) Multivariate Normal Distribution
LTsigma2var	Convert Matrices in Different Format
LTSigma2variance	Convert Matrices in Different Format
m.step	Single E- and M-step
partial.f.mu.s	Post I Information Functions of EMCluster
partial.logit.p	Post I Information Functions of EMCluster
partial.logL	Likelihood Mixture Test (LMT) Functions of EMCluster
partial.post.z	Post I Information Functions of EMCluster
partial.post.z.1	Post I Information Functions of EMCluster
partial.q	Likelihood Mixture Test (LMT) Functions of EMCluster
pchisq.my	Likelihood Mixture Test (LMT) Functions of EMCluster
plot2d	Plot Two Dimensional Data with clusters
plotem	Plot Two Dimensional Data with clusters
plotmd	Plot Multivariate Data
plotp	Likelihood Mixture Test (LMT) Functions of EMCluster
plotppcontour	Plot Contour
plotq	Likelihood Mixture Test (LMT) Functions of EMCluster
postPI	Likelihood Mixture Test (LMT) Functions of EMCluster
print.emret	Functions for Printing or Summarizing Objects According to Classes
print.lmt	Likelihood Mixture Test (LMT) Functions of EMCluster
project.on.2d	Produce Projection on 2D
q.map.new	Likelihood Mixture Test (LMT) Functions of EMCluster
rand.EM	Initialization and EM Algorithm
recode	Recolor Classification IDs
recolor	Recolor Classification IDs
rematch	Recolor Classification IDs
RRand	Rand Index and Adjusted Rand Index
shortemcluster	EM Algorithm for model-based clustering
simple.init	EM Algorithm for model-based clustering
starts.via.svd	Other Initializations
summary.emret	Functions for Printing or Summarizing Objects According to Classes
summary.svd	Functions for Printing or Summarizing Objects According to Classes
var2LTsigma	Convert Matrices in Different Format
variance2LTSigma	Convert Matrices in Different Format
w.2	Likelihood Mixture Test (LMT) Functions of EMCluster