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

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Flury, Bernhard

Springer Verlag

1997-8

730

$ 145.77

HRD

9780387982069

图书标签: Mathematics

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发表于2024-11-26

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

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

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 下载 mobi epub pdf txt 电子书