Discrete Probability Models and Methods

Probability on Graphs and Trees, Markov Chains and Random Fields, Entropy and Coding

Автор: Pierre Bremaud

Език:

Корици: С меки корици

Издател: Springer International Publishing AG

Наличност: Външен склад

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82.44 € 161.24 лв

The emphasis in this book is placed on general models (Markov chains, random fields, random graphs),...

Информация за книгата

Автор

Pierre Bremaud

Език

Английски език

Корици

Книга - С меки корици

Издадена

2018

страници

559

EAN

9783319828350

Enbook ID

20093151

Издател

Springer International Publishing AG

Теглоt

1170

Размери

155 x 29 x 21

Пълно описание

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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Discrete Probability Models and Methods

Probability on Graphs and Trees, Markov Chains and Random Fields, Entropy and Coding

Информация за книгата

Пълно описание

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Клиенти, които купиха тази книга, купиха също