Model-based Methods of Classification: Using the mclust Software in Chemometrics

Due to recent advances in methods and software for model-based clustering, and to the interpretability of the results, clustering procedures based on probability models are increasingly preferred over heuristic methods. The clustering process estimates a model for the data that allows for overlappin...

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Bibliographic Details
Main Authors: Chris Fraley, Adrian E. Raftery
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2007-01-01
Series:Journal of Statistical Software
Subjects:
Online Access:http://www.jstatsoft.org/v18/i06/paper