
Empirical Processes with Applications to Statistics
Author(s): Galen R. Shorack (Author), Jon A. Wellner (Author)
- Publisher: Wiley–Blackwell
- Publication Date: 11 Jun. 1986
- Language: English
- Print length: 976 pages
- ISBN-10: 047186725X
- ISBN-13: 9780471867258
Book Description
Here is the first book to summarize a broad cross-section of the large volume of literature available on one-dimensional empirical processes. Presented is 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.
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