Upper and Lower Bounds for Stochastic Processes: Modern Methods and Classical Problems

by Michel Talagrand

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The book develops modern methods and in particular the "generic chaining" to bound stochastic processes. This methods allows in particular to get optimal bounds for Gaussian and Bernoulli processes. Applications are given to stable processes, infinitely divisible processes, matching theorems, the convergence of random Fourier series, of orthogonal series, and to functional analysis. The complete solution of a number of classical problems is given in complete detail, and an ambitious program for future research is laid out.

Format:Paperback

Language:English

ISBN:3662525461

ISBN13:9783662525463

Release Date:August 2016

Publisher:Springer

Length:626 Pages

Weight:1.96 lbs.

Dimensions:1.3" x 6.1" x 9.2"

Related Subjects

Math Mathematics Science & Math

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Upper and Lower Bounds for Stochastic Processes: Modern Methods and Classical Problems

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