A First Course in Multivariate Statistics 2024 pdf epub mobi 电子书

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发表于2024-12-26

A First Course in Multivariate Statistics 2024 pdf epub mobi 电子书

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出版者:Springer Verlag

作者:Flury, Bernhard

出品人:

页数:730

译者:

出版时间:1997-8

价格:$ 145.77

装帧:HRD

isbn号码:9780387982069

丛书系列:

图书标签: Mathematics

A First Course in Multivariate Statistics 2024 pdf epub mobi 电子书图书描述

This title offers a comprehensive and self-contained introduction to the field, carefully balancing mathematical theory and practical applications. It starts at an elementary level, developing concepts of multivariate distributions from first principles. After a chapter on the multivariate normal distribution reviewing the classical parametric theory, methods of estimation are explored using the plug-in principles as well as maximum likelihood. Two chapters on discrimination and classification, including logistic regression, form the core of the book, followed by methods of testing hypotheses developed from heuristic principles, likelihood ratio tests and permutation tests. Finally, the powerful self-consistency principle is used to introduce principal components as a method of approximation, rounded off by a chapter on finite mixture analysis.

A First Course in Multivariate Statistics 2024 pdf epub mobi 电子书

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