Name: Discrete Probability Models and Methods: Probability on Graphs and Trees Markov Chains and Random Fields Entropy and Coding
Brand: Springer Verlag
SKU: 9783319828350
Price: 5286.0 INR
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Discrete Probability Models and Methods: Probability on Graphs and Trees Markov Chains and Random Fields Entropy and Coding

by Pierre Brémaud

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ISBN13: 9783319828350
Binding: Paperback
Subject: Mathematics and Statistics
Publisher: Springer Verlag
Publisher Imprint: Springer
Publication Date: January 1, 2018
Pages: 559
Original Price: EUR 79.99
Language: English
Edition: N/A
Item Weight: 1170 grams
BISAC Subject(s): Probability & Statistics / General, Mathematical & Statistical Software, and Graphic Methods

About The Book

From the Back Cover

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.

About The Author

Pierre Brémaud obtained his Doctorate in Mathematics from the University of Paris VI and his PhD from the department of Electrical Engineering and Computer Science of the University of California at Berkeley. He is a major contributor to the theory of stochastic processes and their applications, and has authored or co-authored several reference or textbooks on the subject.

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