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Handbuch der Mischungsanalyse Sylvia Fruhwirth-Schnatter Neues Buch 9780367732066-
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Product Information
Mixture models have been around for over 150 years, and they are found in many branches of statistical modelling, as a versatile and multifaceted tool. They can be applied to a wide range of data: univariate or multivariate, continuous or categorical, cross-sectional, time series, networks, and much more. Mixture analysis is a very active research topic in statistics and machine learning, with new developments in methodology and applications taking place all the time. The Handbook of Mixture Analysis is a very timely publication, presenting a broad overview of the methods and applications of this important field of research. It covers a wide array of topics, including the EM algorithm, Bayesian mixture models, model-based clustering, high-dimensional data, hidden Markov models, and applications in finance, genomics, and astronomy. Features: Provides a comprehensive overview of the methods and applications of mixture modelling and analysis Divided into three parts: Foundations and Methods; Mixture Modelling and Extensions; and Selected Applications Contains many worked examples using real data, together with computational implementation, to illustrate the methods described Includes contributions from the leading researchers in the field The Handbook of Mixture Analysis is targeted at graduate students and young researchers new to the field. It will also be an important reference for anyone working in this field, whether they are developing new methodology, or applying the models to real scientific problems.
Product Identifiers
Publisher
Taylor & Francis LTD
ISBN-13
9780367732066
eBay Product ID (ePID)
16046618016
Product Key Features
Number of Pages
498 Pages
Language
English
Publication Name
Handbook of Mixture Analysis
Publication Year
2020
Subject
Mathematics
Type
Textbook
Subject Area
Mechanical Engineering
Format
Paperback
Dimensions
Item Height
254 mm
Item Weight
966 g
Item Width
178 mm
Additional Product Features
Editor
Gilles Celeux, Christian P. Robert, Sylvia Fruhwirth-Schnatter
Country/Region of Manufacture
United Kingdom
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USt-IdNr.: GB 171 6694 84
CRN: SC453448
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