A First Course in Multivariate Statistics

Name: A First Course in Multivariate Statistics
Brand: Springer, Berlin
SKU: 9781441931139
Price: 1899 CZK
Availability: InStock

Autor: Bernard Flury

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer, Berlin

Dostupnost: Skladem u dodavatele

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A comprehensive and self-contained introduction to the field, carefully balancing mathematical theor...

Informace o knize

Autor

Bernard Flury

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2010

Stránek

715

EAN

9781441931139

ISBN

1441931139

Enbook ID

01421799

Vydavatel

Springer, Berlin

Hmotnost

1329

Rozměry

155 x 235 x 37

Kompletní popis

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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A First Course in Multivariate Statistics

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Kompletní popis

Mohlo by vás zajímat

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