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Princeton University Library Catalog
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Probability, statistics, and random processes for engineers / Henry Stark, Illinois Institute of Technology, John W. Woods, Rensselaer Polytechnic Institute.
Author
Stark, Henry, 1938-
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Uniform title
Probability, random processes, and estimation theory for engineers
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Format
Book
Language
English
Εdition
Fourth edition.
Published/Created
Boston : Pearson, [2012]
©2012
Description
1 volume (various pagings) : illustrations ; 24 cm
Availability
Copies in the Library
Location
Call Number
Status
Location Service
Notes
Engineering Library - Stacks
TK5102.9 .S717 2012
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Harold P. Furth Plasma Physics Library - Stacks
TK5102.9 .S717 2012
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Details
Subject(s)
Signal processing
—
Mathematics
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Probabilities
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Stochastic processes
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Author
Woods, John W. (John William), 1943-
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Related work(s)
Stark, Henry, 1938-
Probability and random processes with applications to signal processing.
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Summary note
For courses in Probability and Random Processes. "Probability, Statistics, and Random Processes for Engineers, 4e "is a useful text for electrical and computer engineers. This book is a comprehensive treatment of probability and random processes that, more than any other available source, combines "rigor" with "accessibility." Beginning with the fundamentals of probability theory and requiring only college-level calculus, the book develops all the tools needed to understand more advanced topics such as random sequences, continuous-time random processes, and statistical signal processing. The book progresses at a leisurely pace, never assuming more knowledge than contained in the material already covered. Rigor is established by developing all results from the basic axioms and carefully defining and discussing such advanced notions as stochastic convergence, stochastic integrals and resolution of stochastic processes.
Notes
Previous edition published as: Probability and random processes with applications to signal processing. c2002.
Includes index.
Bibliographic references
Includes bibliographical references and index.
Contents
Introduction to probability
Random variables
Functions of random variables
Expectation and moments
Random vectors
Statistics : part 1 parameter estimation
Statistics : part 2 hypothesis testing
Random sequences
Random processes
Advanced topics in random processes
Applications to statistical signal processing.
Show 8 more Contents items
ISBN
0132311232 ((alk. paper))
9780132311236 ((alk. paper))
LCCN
2011028588
OCLC
746489133
Statement on language in description
Princeton University Library aims to describe library materials in a manner that is respectful to the individuals and communities who create, use, and are represented in the collections we manage.
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