ISBNコード 9780387982069

A First Course in Multivariate Statistics 1997/SPRINGER PG/Bernard Flury

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コード番号	9780387982069
コードタイプ	ISBN
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商品名	A First Course in Multivariate Statistics 1997/SPRINGER PG/Bernard Flury
発売日	1997年
商品ジャンル	本・雑誌・コミック > 洋書 > COMPUTERS ＆ SCIENCE
コメント	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.
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