Discrete probability models and methods : probability on graphs and trees, Markov chains and random fields, entropy and coding / Pierre Brémaud.

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 inequali...

Full description

Bibliographic Details

Online Access:	Full Text (via Springer)
Main Author:	Brémaud, Pierre (Author)
Format:	eBook
Language:	English
Published:	Cham, Switzerland : Springer, 2017.
Series:	Probability theory and stochastic modelling ; v. 78.
Subjects:	Probabilities > Data processing. Computer science > Mathematics.