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Probability, random variables, and stochastic processes

Author: Athanasios Papoulis; S Unnikrishna Pillai
Publisher: Boston, MA ; Bogotá : McGraw-Hill, ©2002.
Series: McGraw-Hill series in electrical and computer engineering.
Edition/Format:   Print book : English : 4th edView all editions and formats
Summary:
The meaning of probability - The axioms of probability - Repeated trials - The concept of a random variable - Functions of one random variable - Two random variables - Sequences of random variables - Statistics - Stochastic processes - Random walks and other applications - Spectral representation - Spectrum estimation - Mean square estimation - Entropy - Markov chains - Markov processes and queueing theory.
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Document Type: Book
All Authors / Contributors: Athanasios Papoulis; S Unnikrishna Pillai
ISBN: 0073660116 9780073660110 0071008705 9780071008709 0071122567 9780071122566 0071226613 9780071226615
OCLC Number: 318265098
Description: x, 852 p. : il. ; 23 cm.
Contents: Part 1 Probability and Random Variables 1 The Meaning of Probability 2 The Axioms of Probability 3 Repeated Trials 4 The Concept of a Random Variable 5 Functions of One Random Variable 6 Two Random Variables 7 Sequences of Random Variables 8 Statistics Part 2 Stochastic Processes 9 General Concepts 10 Random Walk and Other Applications 11 Spectral Representation 12 Spectral Estimation 13 Mean Square Estimation 14 Entropy 15 Markov Chains 16 Markov Processes and Queueing Theory
Series Title: McGraw-Hill series in electrical and computer engineering.
Responsibility: Athanasios Papoulis, S. Unnikrishna Pillai.

Abstract:

Intended for a senior/graduate level course in probability and is aimed at students in electrical engineering, math, and physics departments. This book aims to develop the subject of probability  Read more...

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