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" Probability, statistics, and random processes for engineers / "
Henry Stark, John W. Woods.
Document Type
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BL
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Record Number
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872614
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Main Entry
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Stark, Henry,1938-
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Title & Author
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Probability, statistics, and random processes for engineers /\ Henry Stark, John W. Woods.
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Edition Statement
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4th ed.
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Publication Statement
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Boston :: Pearson,, ©2012.
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Page. NO
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xii, 634, [57] pages :: illustrations ;; 24 cm
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ISBN
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0132311232
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: 0273752286
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: 9780132311236
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: 9780273752288
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Notes
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Includes index.
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Previous edition published as: Probability and random processes with applications to signal processing. ©2002.
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Bibliographies/Indexes
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Includes bibliographical references and index.
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Contents
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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.
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Abstract
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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.
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Subject
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Probabilities.
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Subject
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Signal processing-- Mathematics.
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Subject
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Stochastic processes.
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Subject
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Probabilities.
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Subject
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Signal processing-- Mathematics.
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Subject
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Statistik
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Subject
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Stochastic processes.
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Subject
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Wahrscheinlichkeit
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Dewey Classification
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621.382/2
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LC Classification
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TK5102.9.S717 2012
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Added Entry
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Stark, Henry,1938-
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Woods, John W., (John William),1943-
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