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Stochastic Processes
 
 
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Stochastic Processes [Hardcover]

Ken-Iti Sato (Author), Kiyosi Ito (Author), Ole E. Barndorff-Nielsen (Author)

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Book Description

April 28, 2004 3540204822 978-3540204824 1
This accessible introduction to the theory of stochastic processes emphasizes Levy processes and Markov processes. It gives a thorough treatment of the decomposition of paths of processes with independent increments (the Lévy-Itô decomposition). It also contains a detailed treatment of time-homogeneous Markov processes from the viewpoint of probability measures on path space. In addition, 70 exercises and their complete solutions are included.

Editorial Reviews

Review

From the reviews: "The book can be recommended as a fine introduction to such important branches of stochastic process theory as the theories of processes with independent increments and of Markov processes. It will be a valuable acquisition for any mathematical library. The text of the book has been carefully prepared by the editors … ." (M.G. Shur, Mathematical Reviews, 2005e) "The book under review is in fact an advanced text suitable for graduate students and based around two topics-the structure of additive processes … and the basic theory of Markov processes, which generalises Markov chains to continuous time and fairly general state spaces. … a nice introduction to Markov processes making extensive use of semigroup techniques. … The book concludes with a number of exercises accompanied by worked solutions." (David Applebaum, The Mathematical Gazette, March, 2005)

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Inside This Book (learn more)
First Sentence:
Let (, B, P) be the basic probability space. Read the first page
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
random point measure, infinitely divisible characteristic function, finite second order moment, infinitely divisible distribution, divisible distributions, random measure, hitting time, bounded measure, increasing paths, additive processes, right continuity, stopping time, probability law
Key Phrases - Capitalized Phrases (CAPs): (learn more)
Countable State Space
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