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Discrete Probability Models and
Discrete Probability Models and

Discrete Probability Models and Methods: Probability on Graphs and Trees, Markov Chains and Random Fields, Entropy and Coding (Probability Theory and Stochastic Modelling)

Product ID : 18622766


Galleon Product ID 18622766
UPC / ISBN 3319434756
Shipping Weight 2.29 lbs
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Binding: Hardcover
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Model
Manufacturer
Shipping Dimension 9.69 x 6.5 x 1.3 inches
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Author Pierre Brémaud
Edition 1st Ed. 2017
Number Of Pages 559
Publication Date 2017-02-16
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About Discrete Probability Models And

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.