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 |
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.
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 |
Probability Measures on Groups
Title | Probability Measures on Groups PDF eBook |
Author | H. Heyer |
Publisher | Springer |
Pages | 366 |
Release | 2006-11-15 |
Genre | Mathematics |
ISBN | 3540354069 |
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 | |
Pages | 636 |
Release | 2014-01-15 |
Genre | |
ISBN | 9789401730624 |
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 Measures on Groups VIII
Title | Probability Measures on Groups VIII PDF eBook |
Author | Herbert Heyer |
Publisher | Springer |
Pages | 397 |
Release | 2006-11-14 |
Genre | Mathematics |
ISBN | 3540448527 |
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 |
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.