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qclust (version 1.0)

Robust Estimation of Gaussian Mixture Models

Description

Robust estimation of Gaussian mixture models fitted by modified EM algorithm, robust clustering and classification.

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Version

Install

install.packages('qclust')

Monthly Downloads

2

Version

1.0

License

GPL-2

Maintainer

Yichen Qin

Last Published

April 16th, 2015

Functions in qclust (1.0)

Lq_fn

Lq Function
qclust_w_initialvalues

Estimate Gaussian Mixture Models with Initial Values
dmm_noweights_fn

Component Densities of Gaussian Mixture Models
qclust-package

Robust Estimation of Gaussian Mixture Models for Model-Based Clustering
Qclust

Robust Estimation of Gaussian Mixture Models
dmm_fn

Component Densities of Gaussian Mixture Models with Associate Proportions