Stochastic Processes: Theory for Applications (Hardcover)
暫譯: 隨機過程：應用理論 (精裝版)
Robert G. Gallager
- 出版商: Cambridge
- 出版日期: 2014-02-17
- 售價: $3,800
- 貴賓價: 9.5 折 $3,610
- 語言: 英文
- 頁數: 553
- 裝訂: Hardcover
- ISBN: 1107039754
- ISBN-13: 9781107039759
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相關分類:
機率統計學 Probability-and-statistics
海外代購書籍(需單獨結帳)
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商品描述
This definitive textbook provides a solid introduction to discrete and continuous stochastic processes, tackling a complex field in a way that instils a deep understanding of the relevant mathematical principles, and develops an intuitive grasp of the way these principles can be applied to modelling real-world systems. It includes a careful review of elementary probability and detailed coverage of Poisson, Gaussian and Markov processes with richly varied queuing applications. The theory and applications of inference, hypothesis testing, estimation, random walks, large deviations, martingales and investments are developed. Written by one of the world's leading information theorists, evolving over twenty years of graduate classroom teaching and enriched by over 300 exercises, this is an exceptional resource for anyone looking to develop their understanding of stochastic processes.
商品描述(中文翻譯)
這本權威的教科書提供了離散與連續隨機過程的堅實入門，將這一複雜領域以一種能夠深入理解相關數學原則的方式進行探討，並發展出對這些原則如何應用於建模現實世界系統的直觀理解。書中仔細回顧了基本概率，並詳細涵蓋了泊松（Poisson）、高斯（Gaussian）和馬可夫（Markov）過程，並提供了豐富多樣的排隊應用。推論、假設檢驗、估計、隨機漫步、大偏差、馬丁蓋爾（martingales）和投資的理論與應用也得到了發展。這本書由全球領先的信息理論專家之一撰寫，經過二十年的研究生課堂教學演變而成，並且包含了超過300個練習題，是任何希望加深對隨機過程理解的人的卓越資源。
