Probability and Random Processes, 2/e(美國原版)
暫譯: 機率與隨機過程(第二版)

Venkatarama Krishnan

  • 出版商: Wiley
  • 出版日期: 2015-08-03
  • 定價: $5,260
  • 售價: 9.5$4,997
  • 語言: 英文
  • 頁數: 528
  • 裝訂: Hardcover
  • ISBN: 1118923138
  • ISBN-13: 9781118923139
  • 立即出貨 (庫存=1)

商品描述

The second edition enhanced with new chapters, figures, and appendices to cover the new developments in applied mathematical functions

This book examines the topics of applied mathematical functions to problems that engineers and researchers solve daily in the course of their work. The text covers set theory, combinatorics, random variables, discrete and continuous probability, distribution functions, convergence of random variables, computer generation of random variates, random processes and stationarity concepts with associated autocovariance and cross covariance functions, estimation theory and Wiener and Kalman filtering ending with two applications of probabilistic methods. Probability tables with nine decimal place accuracy and graphical Fourier transform tables are included for quick reference. The author facilitates understanding of probability concepts for both students and practitioners by presenting over 450 carefully detailed figures and illustrations, and over 350 examples with every step explained clearly and some with multiple solutions.

Additional features of the second edition of Probability and Random Processes are:

  • Updated chapters with new sections on Newton-Pepys’ problem; Pearson, Spearman, and Kendal correlation coefficients; adaptive estimation techniques; birth and death processes; and renewal processes with generalizations
  • A new chapter on Probability Modeling in Teletraffic Engineering written by Kavitha Chandra
  • An eighth appendix examining the computation of the roots of discrete probability-generating functions

With new material on theory and applications of probability, Probability and Random Processes, Second Edition is a thorough and comprehensive reference for commonly occurring problems in probabilistic methods and their applications.

商品描述(中文翻譯)

第二版增強了新章節、圖形和附錄,以涵蓋應用數學函數的新發展

本書探討應用數學函數在工程師和研究人員日常工作中解決問題的主題。文本涵蓋集合論、組合數學、隨機變數、離散與連續概率、分佈函數、隨機變數的收斂、隨機變數的計算機生成、隨機過程及其穩定性概念,並附有自協方差和交叉協方差函數、估計理論以及維納濾波和卡爾曼濾波,最後介紹兩個概率方法的應用。書中包含九位小數精度的概率表和圖形傅立葉變換表以供快速參考。作者通過提供超過450幅詳細的圖形和插圖,以及350多個範例,清楚解釋每一步驟,並且有些範例提供多種解法,幫助學生和實務工作者理解概率概念。

概率與隨機過程第二版的其他特點包括:


  • 更新的章節,新增有關牛頓-佩皮斯問題、皮爾森、斯皮爾曼和肯達爾相關係數、自適應估計技術、出生與死亡過程以及具有一般化的更新過程的新部分

  • 由Kavitha Chandra撰寫的關於電信工程中概率建模的新章節

  • 第八附錄探討離散概率生成函數根的計算

隨著有關概率理論和應用的新材料,概率與隨機過程,第二版是針對常見的概率方法及其應用問題的全面參考書籍。