Aspects of Multivariate Statistical Theory

Robb J. Muirhead

ISBN 10: 0471769851 / ISBN 13: 9780471769859

Editore: John Wiley and Sons Ltd, 2005

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Aspects of Multivariate Statistical Theory presents a classical mathematical treatment of the techniques, distributions, and inferences based on multivariate normal distribution. Series: Wiley Series in Probability and Statistics. Num Pages: 712 pages, black & white illustrations, black & white tables. BIC Classification: PBT. Category: (P) Professional & Vocational. Dimension: 231 x 152 x 44. Weight in Grams: 1029. . 2005. 2nd. Paperback. . . . . Books ship from the US and Ireland. Codice articolo V9780471769859

Dati bibliografici

Titolo: Aspects of Multivariate Statistical Theory

Casa editrice: John Wiley and Sons Ltd

Data di pubblicazione: 2005

Legatura: Brossura

Condizione: New

Edizione: seconda edizione

Descrizione articolo

Riassunto:

The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists.

". . . the wealth of material on statistics concerning the multivariate normal distribution is quite exceptional. As such it is a very useful source of information for the general statistician and a must for anyone wanting to penetrate deeper into the multivariate field."
-Mededelingen van het Wiskundig Genootschap

"This book is a comprehensive and clearly written text on multivariate analysis from a theoretical point of view."
-The Statistician

Aspects of Multivariate Statistical Theory presents a classical mathematical treatment of the techniques, distributions, and inferences based on multivariate normal distribution. Noncentral distribution theory, decision theoretic estimation of the parameters of a multivariate normal distribution, and the uses of spherical and elliptical distributions in multivariate analysis are introduced. Advances in multivariate analysis are discussed, including decision theory and robustness. The book also includes tables of percentage points of many of the standard likelihood statistics used in multivariate statistical procedures. This definitive resource provides in-depth discussion of the multivariate field and serves admirably as both a textbook and reference.

L'autore:

ROBB J. MUIRHEAD, PhD, is Professor in the Department of Statistics at the University of Michigan. He received his PhD in 1970 from the University of Adelaide in Australia.