Stochastic Processes (inbunden)
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Format
Inbunden (Hardback)
Språk
Engelska
Antal sidor
528
Utgivningsdatum
1995-01-01
Upplaga
2nd Edition
Förlag
John Wiley & Sons Inc
Illustrationer
illustrations
Dimensioner
241 x 160 x 26 mm
Vikt
881 g
Antal komponenter
1
SAB
Th*,QA 273.7,60-01
ISBN
9780471120629
Stochastic Processes (inbunden)

Stochastic Processes

Inbunden Engelska, 1995-01-01
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A nonmeasure theoretic introduction to stochastic processes. Considers its diverse range of applications and provides readers with probabilistic intuition and insight in thinking about problems. This revised edition contains additional material on compound Poisson random variables including an identity which can be used to efficiently compute moments; a new chapter on Poisson approximations; and coverage of the mean time spent in transient states as well as examples relating to the Gibba s sampler, the Metropolis algorithm and mean cover time in star graphs. Numerous exercises and problems have been added throughout the text.
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Övrig information

Sheldon M. Ross is the author of Stochastic Processes, 2nd Edition, published by Wiley.

Innehållsförteckning

Preliminaries. The Poisson Process. Renewal Theory. Markov Chains. Continuous--Time Markov Chains. Martingales. Random Walks. Brownian Motion and Other Markov Processes. Stochastic Order Relations. Poisson Approximations. Answers and Solutions to Selected Problems. Index.