Weak Convergence and Empirical Processes: With Applications to Statistics

Weak Convergence and Empirical Processes: With Applications to Statistics
ISBN-10
1475725450
ISBN-13
9781475725452
Category
Mathematics
Pages
510
Language
English
Published
2013-03-09
Publisher
Springer Science & Business Media
Authors
Aad van der Vaart, Jon Wellner

Description

This book explores weak convergence theory and empirical processes and their applications to many applications in statistics. Part one reviews stochastic convergence in its various forms. Part two offers the theory of empirical processes in a form accessible to statisticians and probabilists. Part three covers a range of topics demonstrating the applicability of the theory to key questions such as measures of goodness of fit and the bootstrap.

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