Introduction to Stochastic Processes, Second Edition (Chapman & Hall/CRC Probability Series)

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9781584886518: Introduction to Stochastic Processes, Second Edition (Chapman & Hall/CRC Probability Series)
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Book by Lawler Gregory F

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Reseña del editor:

Emphasizing fundamental mathematical ideas rather than proofs, Introduction to Stochastic Processes, Second Edition provides quick access to important foundations of probability theory applicable to problems in many fields. Assuming that you have a reasonable level of computer literacy, the ability to write simple programs, and the access to software for linear algebra computations, the author approaches the problems and theorems with a focus on stochastic processes evolving with time, rather than a particular emphasis on measure theory.

For those lacking in exposure to linear differential and difference equations, the author begins with a brief introduction to these concepts. He proceeds to discuss Markov chains, optimal stopping, martingales, and Brownian motion. The book concludes with a chapter on stochastic integration. The author supplies many basic, general examples and provides exercises at the end of each chapter.

New to the Second Edition:

  • Expanded chapter on stochastic integration that introduces modern mathematical finance
  • Introduction of Girsanov transformation and the Feynman-Kac formula
  • Expanded discussion of Itô's formula and the Black-Scholes formula for pricing options
  • New topics such as Doob's maximal inequality and a discussion on self similarity in the chapter on Brownian motion

    Applicable to the fields of mathematics, statistics, and engineering as well as computer science, economics, business, biological science, psychology, and engineering, this concise introduction is an excellent resource both for students and professionals.
  • Biografía del autor:

    Gregory F. Lawler is Professor of Mathematics and Statistics at the University of Chicago. He received the George Polya Prize in 2006 for his work with Oded Schramm and Wendelin Werner.

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    9780412995118: Introduction to Stochastic Processes (Chapman & Hall/CRC Probability Series)

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    ISBN 10:  0412995115 ISBN 13:  9780412995118
    Editorial: Chapman and Hall/CRC, 1995
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    Descripción Taylor Francis Inc, United States, 2006. Hardback. Condición: New. 2nd Revised edition. Language: English . Brand New Book. Emphasizing fundamental mathematical ideas rather than proofs, Introduction to Stochastic Processes, Second Edition provides quick access to important foundations of probability theory applicable to problems in many fields. Assuming that you have a reasonable level of computer literacy, the ability to write simple programs, and the access to software for linear algebra computations, the author approaches the problems and theorems with a focus on stochastic processes evolving with time, rather than a particular emphasis on measure theory. For those lacking in exposure to linear differential and difference equations, the author begins with a brief introduction to these concepts. He proceeds to discuss Markov chains, optimal stopping, martingales, and Brownian motion. The book concludes with a chapter on stochastic integration. The author supplies many basic, general examples and provides exercises at the end of each chapter. New to the Second Edition: * Expanded chapter on stochastic integration that introduces modern mathematical finance * Introduction of Girsanov transformation and the Feynman-Kac formula * Expanded discussion of Ito s formula and the Black-Scholes formula for pricing options * New topics such as Doob s maximal inequality and a discussion on self similarity in the chapter on Brownian motion Applicable to the fields of mathematics, statistics, and engineering as well as computer science, economics, business, biological science, psychology, and engineering, this concise introduction is an excellent resource both for students and professionals. Nº de ref. del artículo: LIO9781584886518

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    Descripción Taylor Francis Inc, United States, 2006. Hardback. Condición: New. 2nd Revised edition. Language: English . Brand New Book. Emphasizing fundamental mathematical ideas rather than proofs, Introduction to Stochastic Processes, Second Edition provides quick access to important foundations of probability theory applicable to problems in many fields. Assuming that you have a reasonable level of computer literacy, the ability to write simple programs, and the access to software for linear algebra computations, the author approaches the problems and theorems with a focus on stochastic processes evolving with time, rather than a particular emphasis on measure theory. For those lacking in exposure to linear differential and difference equations, the author begins with a brief introduction to these concepts. He proceeds to discuss Markov chains, optimal stopping, martingales, and Brownian motion. The book concludes with a chapter on stochastic integration. The author supplies many basic, general examples and provides exercises at the end of each chapter. New to the Second Edition: * Expanded chapter on stochastic integration that introduces modern mathematical finance * Introduction of Girsanov transformation and the Feynman-Kac formula * Expanded discussion of Ito s formula and the Black-Scholes formula for pricing options * New topics such as Doob s maximal inequality and a discussion on self similarity in the chapter on Brownian motion Applicable to the fields of mathematics, statistics, and engineering as well as computer science, economics, business, biological science, psychology, and engineering, this concise introduction is an excellent resource both for students and professionals. Nº de ref. del artículo: LIO9781584886518

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