Aspects of Multivariate Statistical Theory

副标题: Of Multivariate Statistical Theory

ISBN: 9780471769859

出版社: John Wiley & Sons Inc

出版年: 2005-9

页数: 712

定价: 918.00元

装帧: Pap

内容简介

"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.