Sums and Gaussian Vectors by Vadim Yurinsky

Sums and Gaussian Vectors by Vadim Yurinsky

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Summary

Surveys the methods currently applied to study sums of infinite-dimensional independent random vectors in situations where their distributions resemble Gaussian laws.

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Sums and Gaussian Vectors by Vadim Yurinsky

Surveys the methods currently applied to study sums of infinite-dimensional independent random vectors in situations where their distributions resemble Gaussian laws. Covers probabilities of large deviations, Chebyshev-type inequalities for seminorms of sums, a method of constructing Edgeworth-type expansions, estimates of characteristic functions for random vectors obtained by smooth mappings of infinite-dimensional sums to Euclidean spaces. A self-contained exposition of the modern research apparatus around CLT, the book is accessible to new graduate students, and can be a useful reference for researchers and teachers of the subject.
SKU Unavailable
ISBN 13 9783540603115
ISBN 10 3540603115
Title Sums and Gaussian Vectors
Author Vadim Yurinsky
Series Lecture Notes In Mathematics
Condition Unavailable
Binding Type Paperback
Publisher Springer
Year published 1995-11-17
Number of pages 312
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.