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Probability, Random Variables and Stochastic Processes with Errata Sheet by Athanasios Papoulis and S. Unnikrishna Pillai (2002, Digital, Other)

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Product Identifiers

PublisherMcGraw-Hill Publishing Company

ISBN-100071226613

ISBN-139780071226615

eBay Product ID (ePID)177729556

Product Key Features

Publication Year2002

SubjectProbability & Statistics / Stochastic Processes, Probability & Statistics / General

Publication NameProbability, Random Variables and Stochastic Processes with Errata Sheet

LanguageEnglish

FeaturesRevised

TypeTextbook

AuthorAthanasios Papoulis, S. Unnikrishna Pillai

Subject AreaMathematics, Non-Classifiable

FormatDigital, Other

Additional Product Features

Edition Number4

Edition DescriptionRevised edition

Table Of ContentPart 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

SynopsisIntended for a senior/graduate level course in probability, this title is useful for students in electrical engineering, math, and physics departments. It aims to develop the subject of probability theory and stochastic processes as a deductive discipline and to illustrate the theory with basic applications of engineering interest., The fourth edition of Probability, Random Variables and Stochastic Processes has been updated significantly from the previous edition, and it now includes co-author S. Unnikrishna Pillai of Polytechnic University. The book is intended for a senior/graduate level course in probability and is aimed at students in electrical engineering, math, and physics departments. The authors' approach is to develop the subject of probability theory and stochastic processes as a deductive discipline and to illustrate the theory with basic applications of engineering interest. Approximately 1/3 of the text is new material--this material maintains the style and spirit of previous editions. In order to bridge the gap between concepts and applications, a number of additional examples have been added for further clarity, as well as several new topics.