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Stochastic processes in science, engineering, and finance / Frank Beichelt.

By: Material type: TextTextPublisher: Boca Raton : Chapman & Hall/CRC, 2006Description: 417 pages : illustrations ; 25 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 1584884932
  • 9781584884934
Subject(s): DDC classification:
  • 519.23 22
LOC classification:
  • QA274 .B399 2006
Contents:
1. Probability theory -- 2. Basics of stochastic processes -- 3. Random point processes -- 4. Markov chains in discrete time -- 5. Markov chains in continuous time -- 6. Martingales -- 7. Brownian motion.
Review: "This book presents a self-contained introduction to stochastic processes with emphasis on their applications in science, engineering, finance, computer science, and operations research. It provides theoretical foundations for modeling time-dependent random phenomena in these areas and illustrates their application by analyzing numerous practical examples." "Mastering the contents of this book prepares readers to apply stochastic modeling in their own fields and enables them to work more creatively with software designed for dealing with the data analysis aspects of stochastic processes."--BOOK JACKET.
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Includes bibliographical references (pages 405-410) and index.

1. Probability theory -- 2. Basics of stochastic processes -- 3. Random point processes -- 4. Markov chains in discrete time -- 5. Markov chains in continuous time -- 6. Martingales -- 7. Brownian motion.

"This book presents a self-contained introduction to stochastic processes with emphasis on their applications in science, engineering, finance, computer science, and operations research. It provides theoretical foundations for modeling time-dependent random phenomena in these areas and illustrates their application by analyzing numerous practical examples." "Mastering the contents of this book prepares readers to apply stochastic modeling in their own fields and enables them to work more creatively with software designed for dealing with the data analysis aspects of stochastic processes."--BOOK JACKET.

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