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A First Course in Multivariate Statistics

BERNARD FLURY

1 valoraciones por Goodreads
ISBN 10: 1441931139 / ISBN 13: 9781441931139
Editorial: Springer, 2010
Nuevos Condición: NEW Encuadernación de tapa blanda
Librería: Herb Tandree Philosophy Books (Stroud, GLOS, Reino Unido)

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9781441931139 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. N° de ref. de la librería HTANDREE0295814

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Detalles bibliográficos

Título: A First Course in Multivariate Statistics

Editorial: Springer

Año de publicación: 2010

Encuadernación: Paperback

Condición del libro:NEW

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Sinopsis:

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.

Review:

 

From a review:

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

"... is actually a very unique book that differs considerably from other multivariate texts. Flury should be applauded for his intention and effort to produce a new type of multivariate book that is neither a comprehensive theoretical treatise nor an encyclopedic methods cookbook. ... it is a welcome addition to the multivariate statistics literature. This is a well-written book with vivid and lively discussions."

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