Книга First Course in Multivariate Statistics Bernard Flury

First Course in Multivariate Statistics

Автор: Bernard Flury
Език: Английски език
Корици: С твърди корици
Наличност: Външен склад
Изпращаме след 10-13 дни
123.56 241.66 лв
A comprehensive and self-contained introduction to the field, carefully balancing mathematical theor...

Информация за книгата

Автор
Език
Английски език
Корици
Книга - С твърди корици
Издадена
1997
страници
715
EAN
9780387982069
ISBN
038798206X
Enbook ID
03612737
Теглоt
1546
Размери
214 x 268 x 46

Пълно описание

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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