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Discrete Probability Models and Methods on Hardback by Pierre Bremaud
Discrete Probability Models and Methods on Hardback by Pierre Bremaud
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Discrete Probability Models and Methods

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Discrete Probability Models and Methods

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Description

The emphasis in this book is placed on general models (Markov chains, random fields, random graphs), universal methods (the probabilistic method, the coupling method, the Stein-Chen method, martingale methods, the method of types) and versatile tools (Chernoff's bound, Hoeffding's inequality, Holley's inequality) whose domain of application extends far beyond the present text. Although the examples treated in the book relate to the possible applications, in the communication and computing sciences, in operations research and in physics, this book is in the first instance concerned with theory. The level of the book is that of a beginning graduate course. It is self-contained, the prerequisites consisting merely of basic calculus (series) and basic linear algebra (matrices). The reader is not assumed to be trained in probability since the first chapters give in considerable detail the background necessary to understand the rest of the book.

Author Biography:

Pierre Brémaud obtained his Doctorate in Mathematics from the University of Paris VI and his PhD from the department of Electrical Engineering and Computer Science of the University of California at Berkeley. He is a major contributor to the theory of stochastic processes and their applications, and has authored or co-authored several reference or textbooks on the subject.
Release date Australia
February 3rd, 2017
Audience
  • Postgraduate, Research & Scholarly
Edition
1st ed. 2017
Illustrations
92 Illustrations, black and white; XIV, 559 p. 92 illus.
Pages
559
Dimensions
155x235x35
ISBN-13
9783319434759
Product ID
25572257

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