Empirical Processes with Applications to Statistics

Empirical Processes with Applications to Statistics
Author :
Publisher : SIAM
Total Pages : 992
Release :
ISBN-10 : 9780898719017
ISBN-13 : 0898719011
Rating : 4/5 (17 Downloads)

Book Synopsis Empirical Processes with Applications to Statistics by : Galen R. Shorack

Download or read book Empirical Processes with Applications to Statistics written by Galen R. Shorack and published by SIAM. This book was released on 2009-01-01 with total page 992 pages. Available in PDF, EPUB and Kindle. Book excerpt: Originally published in 1986, this valuable reference provides a detailed treatment of limit theorems and inequalities for empirical processes of real-valued random variables; applications of the theory to censored data, spacings, rank statistics, quantiles, and many functionals of empirical processes, including a treatment of bootstrap methods; and a summary of inequalities that are useful for proving limit theorems. At the end of the Errata section, the authors have supplied references to solutions for 11 of the 19 Open Questions provided in the book's original edition. Audience: researchers in statistical theory, probability theory, biostatistics, econometrics, and computer science.


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