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Discrete Probability Models and Methods

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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.

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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.

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Book Format

Hardcover, Softcover

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Book information

Edition
1st Edition
ISBN [Hardcover]
9783319434759
ISBN [Softcover]
9783319828350
Publisher
Springer
Year
2017
Pages
XIV, 559 p.
Series Title
Probability Theory and Stochastic Modelling
Language
English
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