Empirical Processes with Applications to Statistics
Galen R. Shorack, Jon A. Wellner
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.
Kategori:
Tahun:
2009
Penerbit:
Society for Industrial and Applied Mathematics (SIAM)
Bahasa:
english
ISBN 10:
0898716845
ISBN 13:
9780898716849
Nama siri:
Classics in Applied Mathematics 59
Fail:
PDF, 12.13 MB
IPFS:
,
english, 2009
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