Год выпуска: 2010 Автор: Yasunori Fujikoshi, Vladimir V. Ulyanov, Ryoichi Shimizu Издательство: Страниц: 533 ISBN: 0470411694
Описание
Wiley Series In Probability And Statistics Multivariate Statistics High-Dimensionaland Large-Sample Approximations Yasunori Fujikoshi Vladimir V. Ulyanov Ryoichi Shimizu A comprehensive examination ofhigh-dimensional analysis of multivariate methods and their real-world applications Multivariate Statistics: High-Dimensional and Large-Sample Approximations is the first book of its kind to explore how classical multivariate methods can be revised and used in place of conventional statistical tools. Written by prominent researchers in the field, the book focuses on high-dimensional and large-scale approximations and details the many basic multivariate methods used to achieve high levels of accuracy. The authors begin with a fundamental presentation of the basic tools and exact distributional results of multivariate statistics, and, in addition, the derivations of most distributional results are provided. Statistical methods for high-dimensional...
