Discrete Probability Models and Methods

Name: Discrete Probability Models and Methods
Brand: Springer International Publishing AG
SKU: 9783319434759
Price: 107.57 EUR
Availability: InStock

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

Autor: Pierre Brémaud

Jazyk:

Väzba: Pevná

Vydavateľ: Springer International Publishing AG

Dostupnosť: Skladom u dodávateľa

Odosielame za 10-13 dní

107.57 €

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

Informácie o knihe

Autor

Pierre Brémaud

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2017

Stránok

559

EAN

9783319434759

ISBN

3319434756

Enbook ID

13496625

Vydavateľ

Springer International Publishing AG

Hmotnosť

1086

Rozmery

245 x 165 x 31

Kompletný popis

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

Informácie o knihe

Kompletný popis

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