Discrete Probability Models and Methods Probability on Graphs and Trees, Markov Chains and Random Fields, Entropy and Coding /

• Main Author: Brémaud, Pierre (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: Probability Theory and Stochastic Modelling, 78
• Subjects: Mathematics.; Computer communication systems.; Coding theory.; Mathematical statistics.; Probabilities.; Graph theory.; Probability Theory and Stochastic Processes.; Probability and Statistics in Computer Science.; Graph Theory.; Coding and Information Theory.; Computer Communication Networks.

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...