Empirical Processes with Applications to Statistics

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Empirical Processes with Applications...

Empirical Processes with Applications to Statistics

Name: Empirical Processes with Applications to Statistics
ISBN: 9780898716849

Galen R. Shorack, Jon A. Wellner

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Here is the first book to summarize a broad cross-section of the large volume of literature available on one-dimensional empirical processes. Presents a thorough treatment of the theory of empirical processes, with emphasis on real random variable processes as well as a wide-ranging selection of applications in statistics. Featuring many tables and illustrations accompanying the proofs of major results, coverage includes foundations--special spaces and special processes, convergence and distribution of empirical processes, alternatives and processes of residuals, integral tests of fit and estimated empirical processes, and martingale methods.

Kateqoriyalar:

Mathematics

İl:

2009

Nəşriyyat:

Society for Industrial and Applied Mathematics (SIAM)

Dil:

english

ISBN 10:

0898716845

ISBN 13:

9780898716849