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


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Documentation for package ‘EMCluster’ version 0.2-13

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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 of Finite Mixture Gaussian Distribution
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