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Discrete Probability Models and Methods

Language EnglishEnglish
Book Paperback
Book Discrete Probability Models and Methods Pierre Bremaud
Libristo code: 20093151
Publishers Springer International Publishing AG, July 2018
The emphasis in this book is placed on general models (Markov chains, random fields, random graphs),... Full description
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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.

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