Uniform Central Limit Theorems (Cambridge Studies in Advanced Mathematics) pdf epub mobi txt 电子书下载 2024

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R. M. Dudley

Cambridge University Press

2008-02-04

452

USD 50.00

Paperback

Cambridge Studies in Advanced Mathematics

9780521052214

图书标签: Statistics Mathematics

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发表于2024-06-24

Uniform Central Limit Theorems (Cambridge Studies in Advanced Mathematics) epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Uniform Central Limit Theorems (Cambridge Studies in Advanced Mathematics) pdf epub mobi txt 电子书下载 2024

图书描述

This book shows how the central limit theorem for independent, identically distributed random variables with values in general, multidimensional spaces, holds uniformly over some large classes of functions. The author, an acknowledged expert, gives a thorough treatment of the subject, including several topics not found in any previous book, such as the Fernique-Talagrand majorizing measure theorem for Gaussian processes, an extended treatment of Vapnik-Chervonenkis combinatorics, the Ossiander L2 bracketing central limit theorem, the Gine-Zinn bootstrap central limit theorem in probability, the Bronstein theorem on approximation of convex sets, and the Shor theorem on rates of convergence over lower layers. Other results of Talagrand and others are surveyed without proofs in separate sections. Problems are included at the end of each chapter so the book can be used as an advanced text. The book will interest mathematicians working in probability, mathematical statisticians and computer scientists working in computer learning theory.

Uniform Central Limit Theorems (Cambridge Studies in Advanced Mathematics) 下载 mobi epub pdf txt 电子书