Probability Measures on Locally Compact Groups

Probability Measures on Locally Compact Groups
Title Probability Measures on Locally Compact Groups PDF eBook
Author H. Heyer
Publisher Springer Science & Business Media
Pages 542
Release 2012-12-06
Genre Mathematics
ISBN 3642667066

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Probability measures on algebraic-topological structures such as topological semi groups, groups, and vector spaces have become of increasing importance in recent years for probabilists interested in the structural aspects of the theory as well as for analysts aiming at applications within the scope of probability theory. In order to obtain a natural framework for a first systematic presentation of the most developed part of the work done in the field we restrict ourselves to prob ability measures on locally compact groups. At the same time we stress the non Abelian aspect. Thus the book is concerned with a set of problems which can be regarded either from the probabilistic or from the harmonic-analytic point of view. In fact, it seems to be the synthesis of these two viewpoints, the initial inspiration coming from probability and the refined techniques from harmonic analysis which made this newly established subject so fascinating. The goal of the presentation is to give a fairly complete treatment of the central limit problem for probability measures on a locally compact group. In analogy to the classical theory the discussion is centered around the infinitely divisible probability measures on the group and their relationship to the convergence of infinitesimal triangular systems.

Stable Probability Measures on Euclidean Spaces and on Locally Compact Groups

Stable Probability Measures on Euclidean Spaces and on Locally Compact Groups
Title Stable Probability Measures on Euclidean Spaces and on Locally Compact Groups PDF eBook
Author Wilfried Hazod
Publisher Springer Science & Business Media
Pages 626
Release 2013-03-14
Genre Mathematics
ISBN 940173061X

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Generalising classical concepts of probability theory, the investigation of operator (semi)-stable laws as possible limit distributions of operator-normalized sums of i.i.d. random variable on finite-dimensional vector space started in 1969. Currently, this theory is still in progress and promises interesting applications. Parallel to this, similar stability concepts for probabilities on groups were developed during recent decades. It turns out that the existence of suitable limit distributions has a strong impact on the structure of both the normalizing automorphisms and the underlying group. Indeed, investigations in limit laws led to contractable groups and - at least within the class of connected groups - to homogeneous groups, in particular to groups that are topologically isomorphic to a vector space. Moreover, it has been shown that (semi)-stable measures on groups have a vector space counterpart and vice versa. The purpose of this book is to describe the structure of limit laws and the limit behaviour of normalized i.i.d. random variables on groups and on finite-dimensional vector spaces from a common point of view. This will also shed a new light on the classical situation. Chapter 1 provides an introduction to stability problems on vector spaces. Chapter II is concerned with parallel investigations for homogeneous groups and in Chapter III the situation beyond homogeneous Lie groups is treated. Throughout, emphasis is laid on the description of features common to the group- and vector space situation. Chapter I can be understood by graduate students with some background knowledge in infinite divisibility. Readers of Chapters II and III are assumed to be familiar with basic techniques from probability theory on locally compact groups.

Ergebnisse der Mathematik und ihrer Grenzgebiete

Ergebnisse der Mathematik und ihrer Grenzgebiete
Title Ergebnisse der Mathematik und ihrer Grenzgebiete PDF eBook
Author Herbert Heyer
Publisher
Pages 531
Release 195?
Genre Locally compact groups
ISBN 9780387083322

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Probability Measures on Semigroups: Convolution Products, Random Walks and Random Matrices

Probability Measures on Semigroups: Convolution Products, Random Walks and Random Matrices
Title Probability Measures on Semigroups: Convolution Products, Random Walks and Random Matrices PDF eBook
Author Göran Högnäs
Publisher Springer Science & Business Media
Pages 399
Release 2013-03-09
Genre Mathematics
ISBN 1475723881

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A Scientific American article on chaos, see Crutchfield et al. (1986), illus trates a very persuasive example of recurrence. A painting of Henri Poincare, or rather a digitized version of it, is stretched and cut to produce a mildly distorted image of Poincare. The same procedure is applied to the distorted image and the process is repeated over and over again on the successively more and more blurred images. After a dozen repetitions nothing seems to be left of the original portrait. Miraculously, structured images appear briefly as we continue to apply the distortion procedure to successive images. After 241 iterations the original picture reappears, unchanged! Apparently the pixels of the Poincare portrait were moving about in accor dance with a strictly deterministic rule. More importantly, the set of all pixels, the whole portrait, was transformed by the distortion mechanism. In this exam ple the transformation seems to have been a reversible one since the original was faithfully recreated. It is not very farfetched to introduce a certain amount of randomness and irreversibility in the above example. Think of a random miscoloring of some pixels or of inadvertently giving a pixel the color of its neighbor. The methods in this book are geared towards being applicable to the asymp totics of such transformation processes. The transformations form a semigroup in a natural way; we want to investigate the long-term behavior of random elements of this semigroup.

Probability Measures on Groups

Probability Measures on Groups
Title Probability Measures on Groups PDF eBook
Author H. Heyer
Publisher Springer
Pages 492
Release 2006-11-17
Genre Mathematics
ISBN 3540392068

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Probability Measure on Groups VII

Probability Measure on Groups VII
Title Probability Measure on Groups VII PDF eBook
Author H. Heyer
Publisher Springer
Pages 599
Release 2006-11-14
Genre Mathematics
ISBN 3540388745

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Measure and Integration Theory

Measure and Integration Theory
Title Measure and Integration Theory PDF eBook
Author Heinz Bauer
Publisher Walter de Gruyter
Pages 249
Release 2011-04-20
Genre Mathematics
ISBN 311086620X

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This book gives a straightforward introduction to the field as it is nowadays required in many branches of analysis and especially in probability theory. The first three chapters (Measure Theory, Integration Theory, Product Measures) basically follow the clear and approved exposition given in the author's earlier book on "Probability Theory and Measure Theory". Special emphasis is laid on a complete discussion of the transformation of measures and integration with respect to the product measure, convergence theorems, parameter depending integrals, as well as the Radon-Nikodym theorem. The final chapter, essentially new and written in a clear and concise style, deals with the theory of Radon measures on Polish or locally compact spaces. With the main results being Luzin's theorem, the Riesz representation theorem, the Portmanteau theorem, and a characterization of locally compact spaces which are Polish, this chapter is a true invitation to study topological measure theory. The text addresses graduate students, who wish to learn the fundamentals in measure and integration theory as needed in modern analysis and probability theory. It will also be an important source for anyone teaching such a course.