Concentration Inequalities
A Nonasymptotic Theory of Independence
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Publication
2013-03-22 - Oxford University Press
Language
English
Word Count
124,000 words, Guess
Page Count
496 pages
Physical Format
Hardcover
Identifiers
- Open LibraryOL27589444M
- ISBN-139780199535255
- ISBN-100199535256
- OCLC Control Number837517674
- Library of Congress Control Number2012277339
and 1 more
- Amazon0199535256
Classifications
- LCCQA273 .B84 2013
Description
Describes the interplay between the probabilistic structure (independence) and a variety of tools ranging from functional inequalities to transportation arguments to information theory. Applications to the study of empirical processes, random projections, random matrix theory, and threshold phenomena are also presented.
Subjects
Topics
Other Editions
- Concentration Inequalities: A Nonasymptotic Theory of Independence
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