A First Course in Multivariate Statistics (Springer Texts in Statistics) - Tapa blanda

Flury, Bernard

 
9781441931139: A First Course in Multivariate Statistics (Springer Texts in Statistics)
Tapa blanda
ISBN 10: 1441931139 ISBN 13: 9781441931139
Editorial: Springer, 2010

Sinopsis

This graduate textbook will serve as a reference in multivariate analysis for students and researchers from a large number of areas. The book integrates statistical theory and practice, and includes the analysis of several large real-data sets.

"Sinopsis" puede pertenecer a otra edición de este libro.

Críticas

 

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."

Reseña del editor

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2010
Idioma
Inglés
ISBN 10 
1441931139
ISBN 13 
9781441931139
Encuadernación
Tapa blanda
Número de páginas
732
Contacto del fabricante
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

Europaplatz 3
Heidelberg
69115
Alemania

Otras ediciones populares con el mismo título

9780387982069: A First Course in Multivariate Statistics (Springer Texts in Statistics)

Edición Destacada

ISBN 10:  038798206X ISBN 13:  9780387982069
Editorial: Springer-Verlag New York Inc., 1997
Tapa dura