Introduction to Probability, Statistics, and Random Processes
This book introduces students to probability, statistics, and stochastic processes. It can be used by both students and practitioners in engineering, various sciences, finance, and other related fields.
Tag(s): Probability Statistics
Publication date: 24 Aug 2014
ISBN-10: 0990637204
ISBN-13: 9780990637202
Paperback: 744 pages
Views: 17,814
Type: N/A
Publisher: n/a
License: n/a
Post time: 20 Jul 2016 05:01:20
Introduction to Probability, Statistics, and Random Processes
This book introduces students to probability, statistics, and stochastic processes. It can be used by both students and practitioners in engineering, various sciences, finance, and other related fields.
Publication date: 24 Aug 2014
ISBN-10: 0990637204
ISBN-13: 9780990637202
Paperback: 744 pages
Views: 17,814
Document Type: N/A
Publisher: n/a
License: n/a
Post time: 20 Jul 2016 05:01:20
This book introduces students to probability, statistics, and stochastic processes. It can be used by both students and practitioners in engineering, various sciences, finance, and other related fields. It provides a clear and intuitive approach to these topics while maintaining mathematical accuracy. The book covers:
- Basic concepts such as random experiments, probability axioms, conditional probability, and counting methods
- Single and multiple random variables (discrete, continuous, and mixed), as well as moment-generating functions, characteristic functions, random vectors, and inequalities
- Limit theorems and convergence
- Introduction to Bayesian and classical statistics
- Random processes including processing of random signals, Poisson processes, discrete-time and continuous-time Markov chains, and Brownian motion
- Simulation using MATLAB and R (online chapters)
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About The Author(s)
H. Pishro-Nik is a faculty member in the Department of Electrical and Computer Engineering at the University of Massachusetts Amherst. He received a B.S. degree from Sharif University of Technology, and M.Sc. and Ph.D. degrees from Georgia Institute of Technology, all in Electrical and Computer Engineering. His research interests include Information Theory, Error Control Coding, and mathematical analysis of wireless networks.
H. Pishro-Nik is a faculty member in the Department of Electrical and Computer Engineering at the University of Massachusetts Amherst. He received a B.S. degree from Sharif University of Technology, and M.Sc. and Ph.D. degrees from Georgia Institute of Technology, all in Electrical and Computer Engineering. His research interests include Information Theory, Error Control Coding, and mathematical analysis of wireless networks.