Random Fourier series with applications to harmonic analysis
Author(s)
Bibliographic Information
Random Fourier series with applications to harmonic analysis
（Annals of mathematics studies, no. 101）
Princeton University Press , University of Tokyo Press, 1981
- : pbk
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Note
Bibliography: p. 144-147
Includes indexes
Description and Table of Contents
- Volume
-
ISBN 9780691082899
Description
In this book the authors give the first necessary and sufficient conditions for the uniform convergence a.s. of random Fourier series on locally compact Abelian groups and on compact non-Abelian groups. They also obtain many related results. For example, whenever a random Fourier series converges uniformly a.s. it also satisfies the central limit theorem. The methods developed are used to study some questions in harmonic analysis that are not intrinsically random. For example, a new characterization of Sidon sets is derived.
The major results depend heavily on the Dudley-Fernique necessary and sufficient condition for the continuity of stationary Gaussian processes and on recent work on sums of independent Banach space valued random variables. It is noteworthy that the proofs for the Abelian case immediately extend to the non-Abelian case once the proper definition of random Fourier series is made. In doing this the authors obtain new results on sums of independent random matrices with elements in a Banach space. The final chapter of the book suggests several directions for further research.
- Volume
-
: pbk ISBN 9780691082929
Description
In this book the authors give the first necessary and sufficient conditions for the uniform convergence a.s. of random Fourier series on locally compact Abelian groups and on compact non-Abelian groups. They also obtain many related results. For example, whenever a random Fourier series converges uniformly a.s. it also satisfies the central limit theorem. The methods developed are used to study some questions in harmonic analysis that are not intrinsically random. For example, a new characterization of Sidon sets is derived. The major results depend heavily on the Dudley-Fernique necessary and sufficient condition for the continuity of stationary Gaussian processes and on recent work on sums of independent Banach space valued random variables. It is noteworthy that the proofs for the Abelian case immediately extend to the non-Abelian case once the proper definition of random Fourier series is made. In doing this the authors obtain new results on sums of independent random matrices with elements in a Banach space. The final chapter of the book suggests several directions for further research.
Table of Contents
*Frontmatter, pg. i*CONTENTS, pg. v*CHAPTER I: INTRODUCTION, pg. 1*CHAPTER II: PRELIMINARIES, pg. 16*CHAPTER III: RANDOM FOURIER SERIES ON LOCALLY COMPACT ABELIAN GROUPS, pg. 51*CHAPTER IV: THE CENTRAL LIMIT THEOREM AND RELATED QUESTIONS, pg. 65*CHAPTER V: RANDOM FOURIER SERIES ON COMPACT NON-ABELIAN GROUPS, pg. 74*CHAPTER VI: APPLICATIONS TO HARMONIC ANALYSIS, pg. 105*CHAPTER VII: ADDITIONAL RESULTS AND COMMENTS, pg. 122*REFERENCES, pg. 144*INDEX OF TERMINOLOGY, pg. 148*INDEX OF NOTATIONS, pg. 149*Backmatter, pg. 151
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