ContaminatedMixt: An R Package for Fitting Parsimonious Mixtures of Multivariate Contaminated Normal Distributions

We introduce the R package ContaminatedMixt, conceived to disseminate the use of mixtures of multivariate contaminated normal distributions as a tool for robust clustering and classification under the common assumption of elliptically contoured groups. Thirteen variants of the model are also impleme...

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Bibliographic Details
Main Authors: Antonio Punzo, Angelo Mazza, Paul D. McNicholas
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2018-07-01
Series:Journal of Statistical Software
Subjects:
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/2482