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

Description Details Author(s) References See Also

Description

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.

Details

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

Author(s)

Punzo A., McNicholas, P. D.

Maintainer: Punzo Antonio <[email protected]>

References

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.

See Also

MS,class


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