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9780471120629

Stochastic Processes

by
  • ISBN13:

    9780471120629

  • ISBN10:

    0471120626

  • Edition: 2nd
  • Format: Hardcover
  • Copyright: 1995-02-28
  • Publisher: Wiley

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Supplemental Materials

What is included with this book?

Summary

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 Gibb's sampler, the Metropolis algorithm and mean cover time in star graphs. Numerous exercises and problems have been added throughout the text.

Author Biography

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

Table of Contents

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.

Supplemental Materials

What is included with this book?

The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any access cards, study guides, lab manuals, CDs, etc.

The Used, Rental and eBook copies of this book are not guaranteed to include any supplemental materials. Typically, only the book itself is included. This is true even if the title states it includes any access cards, study guides, lab manuals, CDs, etc.

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