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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

Autorzy
Wydawnictwo Springer, Berlin
Data wydania
Liczba stron 430
Forma publikacji książka w twardej oprawie
Język angielski
ISBN 9780387775470
Kategorie Prawdopodobieństwo i statystyka
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Opis książki

This second edition presents up-to-date material on the theory of weak convergance of convolution products of probability measures in semigroups, the theory of random walks on semigroups, and their applications to products of random matrices. In addition, this unique work examines the essentials of abstract semigroup theory and its application to concrete semigroups of matrices. This substantially revised text includes exercises at various levels at the end of each section and includes the best available proofs on the most important theorems used in a book, making it suitable for a one semester course on semigroups. In addition, it could also be used as a main text or supplementary material for courses focusing on probability on algebraic structures or weak convergance. This book is ideally suited to graduate students in mathematics, and students in other fields, such as engineering and the sciences with an interest in probability. Students in statistics using advanced probability will also find this book useful.

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

Spis treści

Semigroups.- Probability Measures on Topological Semigroups.- Random Walks on Semigroups.- Random Matrices.- Index

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