Probability with Martingales

Probability with Martingales

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Summary

This key book is a rigorous account which has Doob's theory of martingales in discrete time as its main theme. A distinguishing feature of this study is its determination to keep the probability flowing at a nice tempo. It achieves this by being selective rather than encyclopaedic, presenting only what is essential to understand the fundamentals.

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Probability with Martingales by David Williams

This is a masterly introduction to the modern and rigorous theory of probability. The author adopts the martingale theory as his main theme and moves at a lively pace through the subject's rigorous foundations. Measure theory is introduced and then immediately exploited by being applied to real probability theory. Classical results, such as Kolmogorov's Strong Law of Large Numbers and Three-Series Theorem are proved by martingale techniques. A proof of the Central Limit Theorem is also given. The author's style is entertaining and inimitable with pedagogy to the fore. Exercises play a vital role; there is a full quota of interesting and challenging problems, some with hints.
'… one of the best introductions to Martingale theory' Monatshefte für Mathematik
SKU Unavailable
ISBN 13 9780521406055
ISBN 10 0521406056
Title Probability with Martingales
Author David Williams
Condition Unavailable
Binding Type Paperback
Publisher Cambridge University Press
Year published 1991-02-14
Number of pages 265
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
Note Unavailable