Handbook of Mixture Analysis Ouvrage (y compris édition critique et traduction) - Novembre 2018

Sylvia Frühwirth-Schnatter, Gilles Celeux, Christian P. Robert

Sylvia Frühwirth-Schnatter, Gilles Celeux, Christian P. Robert, Handbook of Mixture Analysis , CRC Press, Chapman & Hall/CRC Handbooks of Modern Statistical Methods, 2018, pp. 1-536. ISBN 9781498763813

Abstract

Mixture analysis is very active research topic in statistics and machine learning. It is a good timing for a Handbook to present a broad overview of the methods and applications, suitable for graduate students and young researchers new to the field. This Handbook is divided into two main parts ; the first part covers all the methods, with illustrative examples and guidance on computing where appropriate ; and the second part includes some more advanced methodological topics, and a series of case studies presenting applications of mixture analysis in a number of fields, including genomics, medicine, economics, finance and more.

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