Probability and Stochastic Processes by Roy Yates

Probability and Stochastic Processes by Roy Yates

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Summary

This text is written to help engineers grasp the concepts of probability and stochastic processes. It presents the theory as a sequence of building blocks that are clearly identified. Each block is either an axiom, a definition, or a theorem.

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Probability and Stochastic Processes by Roy Yates

What Does Winning the Lottery Have To do with Engineering? Whether you're trying to win millions in the lottery or designing a complex computer network, you're applying probability theory. Although you encounter probability applications everywhere, the theory can be deceptively difficult to learn and apply correctly. This text will help you grasp the concepts of probability and stochastic processes and apply them throughout your careers. These concepts are clearly presented throughout the book as a sequence of building blocks that are clearly identified as either an axiom, definition, or theorem. This approach provides you with a better understanding of the material which you'll be able to use to solve practical problems. Key Features: The text follows a single model that begins with an experiment consisting of a procedure and observations. The mathematics of discrete random variables appears separately from the mathematics of continuous random variables. Stochastic processes are introduced in Chapter 6, immediately after the presentation of discrete and continuous random variables. Subsequent material, including central limit theorem approximations, laws of large numbers, and statistical inference, then use examples that reinforce stochastic process concepts. An abundance of exercises are provided that help students learn how to put the theory to use.
Dr. Roy Yates received the B.S.E. degree in 1983 from Princeton University, and the S.M. and Ph.D. degrees in 1986 and 1990 from M.I.T., all in Electrical Engineering. Since 1990, he has been with the Wireless Information Networks Laboratory (WINLAB) and the ECE department at Rutgers, University. He is currently an associate professor. David J. Goodman is Director of WINLAB and a Professor of Electrical and Computer Engineering at Rutgers University. Before coming to Rutgers, he enjoyed a twenty year research career at Bell Labs where he was a Department Head in Communications Systems Research. He has made fundamental contributions to digital signal processing, speech coding, and wireless information networks.
SKU Unavailable
ISBN 13 9780471178378
ISBN 10 0471178373
Title Probability and Stochastic Processes
Author Roy Yates
Condition Unavailable
Binding Type Hardback
Publisher John Wiley and Sons Ltd
Year published 1998-08-13
Number of pages 480
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
Note Unavailable