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Probability Theory

Independence, Interchangeability, Martingales

Language EnglishEnglish
Book Paperback
Book Probability Theory Yuan S. Chow
Libristo code: 01998982
Publishers Springer-Verlag New York Inc., October 2003
Comprising the major theorems of probability theory and the measure theoretical foundations of the s... Full description
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Comprising the major theorems of probability theory and the measure theoretical foundations of the subject, the main topics treated here are independence, interchangeability, and martingales. Particular emphasis is placed upon stopping times, both as tools in proving theorems and as objects of interest themselves. No prior knowledge of measure theory is assumed and a unique feature of the book is the combined presentation of measure and probability. It is easily adapted for graduate students familiar with measure theory using the guidelines given. §Special features include: §- A comprehensive treatment of the law of the iterated logarithm §- The Marcinklewicz-Zygmund inequality, its extension to martingales and applications thereof §- Development and applications of the second moment analogue of Walds equation §- Limit theorems for martingale arrays; the central limit theorem for the interchangeable and martingale cases; moment convergence in the central limit theorem §- Complete discussion, including central limit theorem, of the random casting of r balls into n cells §- Recent martingale inequalities §- Cram r-L vy theorem and factor-closed families of distributions.§

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About the book

Full name Probability Theory
Language English
Binding Book - Paperback
Date of issue 2003
Number of pages 489
EAN 9780387406077
ISBN 0387406077
Libristo code 01998982
Weight 724
Dimensions 158 x 234 x 28
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