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

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

## Documentation for package ‘EMCluster’ version 0.2-13

- 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 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