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Probability and random processes

Author: Venkatarama Krishnan
Publisher: Hoboken, N.J. : Wiley-Interscience, ©2006.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
A resource for probability AND random processes, with hundreds of worked examples and probability and Fourier transform tablesThis survival guide in probability and random processes eliminates the need to pore through several resources to find a certain formula or table. It offers a compendium of most distribution functions used by communication engineers, queuing theory specialists, signal processing engineers,  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Krishnan, Venkatarama, 1929-
Probability and random processes.
Hoboken, N.J. : Wiley-Interscience, ©2006
(DLC) 2005057726
(OCoLC)62342828
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Venkatarama Krishnan
ISBN: 0471703540 9780471703549 0471998303 9780471998303 0471998281 9780471998280
OCLC Number: 85820992
Description: 1 online resource (xiii, 723 pages) : illustrations
Contents: Sets, fields, and events --
Probability space and axioms --
Basic combinatorics --
Discrete distributions --
Random variables --
Continuous random variables and basic distributions --
Other continuous distributions --
Conditional densities and distributions --
Joint densities and distributions --
Moments and conditional moments --
Characteristic functions and generating functions --
Functions of a single random variable --
Functions of multiple random variables --
Inequalities, convergences, and limit theorems --
Computer methods for generating random variates --
Elements of matrix algebra --
Random vectors and mean-square estimation --
Estimation theory --
Random processes --
Classification of random processes --
Random processes and linear systems --
Weiner and Kalman filters --
Probabilistic methods in transmission tomography.
Responsibility: Venkatarama Krishnan.
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Abstract:

A resource for probability AND random processes, with hundreds of worked examples and probability and Fourier transform tablesThis survival guide in probability and random processes eliminates the need to pore through several resources to find a certain formula or table. It offers a compendium of most distribution functions used by communication engineers, queuing theory specialists, signal processing engineers, biomedical engineers, physicists, and students. Key topics covered include:* Random variables and most of their frequently used discrete and continuous probability distribution function.

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"...an excellent read for students who wish to deepen and enrich their understanding of random processes..." (Technometrics, August 2007) "A very readable and pleasant book for students and Read more...

 
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