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.



Series: Ergebnisse der Mathematik und ihrer Grenzgebiete. 3. Folge / A Series of Modern Surveys in Mathematics (Book 60)
Hardcover: 626 pages
Publisher: Springer; 2014 edition (February 21, 2014)
Language: English
ISBN-10: 3642540740
ISBN-13: 978-3642540745
Product Dimensions: 9.3 x 6.3 x 1.3 inches
Shipping Weight: 2 pounds
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