pmcgd-package: pmcgd - Parsimonious Mixtures of Contaminated Gaussian...
In pmcgd: pmcgd

Description Details Author(s) References See Also

This package allows for fitting, according to the expectation-conditional maximization algorithm, of the family of 14 parsimonious mixtures of contaminated Gaussian distributions discussed in Punzo & McNicholas (2013). Some likelihood-based model selection criteria can be adopted to select the best model in the family and the best number of mixture components.

Package:	pmcgd
Type:	Package
Version:	1.0
Date:	2013-12-10
License:	GNU-2

Punzo A., McNicholas, P. D.

Maintainer: Punzo Antonio <antonio.punzo@unict.it>

Punzo, A., and McNicholas, P. D. (2013). Outlier Detection via Parsimonious Mixtures of Contaminated Gaussian Distributions. arXiv.org e-print 1305.4669, available at: http://arxiv.org/abs/1305.4669.

MS,class

pmcgd documentation built on May 1, 2019, 7:35 p.m.