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

Uniform Central Limit Theorems (Cambridge Studies in Advanced Mathematics)
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发表于2024-12-28

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

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

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


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出版者:Cambridge University Press
作者:R. M. Dudley
出品人:
页数:452
译者:
出版时间:2008-02-04
价格:USD 50.00
装帧:Paperback
isbn号码:9780521052214
丛书系列:Cambridge Studies in Advanced Mathematics

图书标签: Statistics  Mathematics   

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