Empirical Processes with Applications to Statistics |
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Author:
| Shorack, Galen R. Wellner, Jon A. |
Series title: | Wiley Series in Probability and Statistics Ser. |
ISBN: | 978-0-471-86725-8 |
Publication Date: | May 1986 |
Publisher: | John Wiley & Sons, Incorporated
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Imprint: | Wiley |
Book Format: | Hardback |
List Price: | USD $225.00 |
Book Description:
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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...
More DescriptionHere 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.