Overview

For courses in Probability and Random Processes.   Probability, Statistics, and Random Processes for Engineers 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.

Full Product Details

Author:   Henry Stark ,  John Woods
Publisher:   Pearson Education (US)
Imprint:   Pearson
Edition:   4th edition
Dimensions:   Width: 17.60cm , Height: 23.00cm , Length: 5.00cm
Weight:   1.320kg
ISBN:  

9780132311236

ISBN 10:   0132311232
Pages:   864
Publication Date:   02 March 2012
Audience:   College/higher education ,  Tertiary & Higher Education
Replaced By:   9781292025537
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

1 Introduction to Probability 2 Random Variables 3 Functions of Random Variables 4 Expectation and Moments 5 Random Vectors 6 Statistics: Part 1 Parameter Estimation 7 Statistics: Part 2 Hypothesis Testing 8 Random Sequences 9 Random Processes Appendix A Review of Relevant Mathematics Appendix B Gamma and Delta Functions Appendix C Functional Transformations and Jacobians Appendix D Measure and Probability Appendix E Sampled Analog Waveforms and Discrete-time Signals Appendix F Independence of Sample Mean and Variance for Normal Random Variables Appendix G Tables of Cumulative Distribution Functions

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