株式会社極東書店トップ ＞ 商品一覧 ＞ Discrete Probability Models and Methods : Probability on Graphs and Trees, Markov Chains and Random Fields, Entropy and Coding. Softcover reprint of the original 1st ed. 2017.
商品詳細
Discrete Probability Models and Methods : Probability on Graphs and Trees, Markov Chains and Random Fields, Entropy and Coding. Softcover reprint of the original 1st ed. 2017.
・ISBN 978-3-319-82835-0 paper EUR 79.99
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| 著者・編者 | Bremaud, Pierre, |
|---|---|
| シリーズ | Probability Theory and Stochastic Modelling |
| 出版社 | (Springer International Publishing AG, SZ) |
| 出版年月 | 2018 |
| ページ数 | 559 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-3058＞ |
解説
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.