Intro to Probability, Statistics, & Random Processes by Hossein Pishro-Nik
Intro to Probability, Statistics, & Random Processes - Table of Contents
1. Basic Concepts
2. Combinatorics: Counting Methods
3. Discrete Random Variables
4. Continuous and Mixed Random Variables
5. Joint Distributions
6. Multiple Random Variables
7. Limit Theorems and Convergence of Random Variables
8. Statistical Inference I: Classical Methods
9. Statistical Inference II: Bayesian Inference
10. Introduction to Random Processes
11. Some Important Random Processes
12. Introduction to Simulation Using MATLAB
13. Introduction to Simulation Using R
14. Introduction to Simulation Using Python
15. Recursive Methods
What You Will Learn in Intro to Probability, Statistics, & Random Processes
"Introduction to Probability, Statistics, and Random Processes" by Hossein Pishro-Nik is a comprehensive textbook that introduces "probability", "statistics", and "random processes" in a clear and practical way. Designed for undergraduate and graduate students in engineering, mathematics, and related fields, the book emphasizes understanding both theoretical concepts and real-world applications.
The content covers essential topics such as "probability distributions", random variables, expectation, variance, and stochastic modeling. Pishro-Nik explains complex ideas like Markov chains, correlation functions, and signal modeling using intuitive examples, illustrations, and exercises. This approach helps students develop a strong conceptual foundation while also learning how to apply these techniques in engineering, communications, and data analysis.
With its balance of theory and practice, "Introduction to Probability, Statistics, and Random Processes" is highly recommended for students and professionals who want to master "stochastic processes", probabilistic reasoning, and statistical analysis. The clear explanations, numerous examples, and practical exercises make it a valuable resource for both classroom learning and self-study, enabling readers to understand, model, and analyze random phenomena confidently.
Book Details & Specifications
Title:
Intro to Probability, Statistics, & Random Processes by Hossein Pishro-Nik
Publisher:
Kappa Research, LLC
Year:
2014
Pages:
730
Type:
PDF
Language:
English
ISBN-10 #:
0990637204
ISBN-13 #:
978-0990637202
License:
CC BY-NC-ND 3.0
Amazon:
Amazon
About the Author: Hossein Pishro-Nik
The author Hossein Pishro-Nik
is a professor at the University of Massachusetts Amherst. He earned his B.S. from Sharif University of Technology and his M.Sc. and Ph.D. in Electrical and Computer Engineering from Georgia Tech. His work focuses on "probability", "statistics", and "random processes" in engineering applications. Pishro-Nik is also an expert in "information theory" and "coding theory", with research spanning communication systems, stochastic modeling, and applied mathematics. This book combines theoretical insights with practical examples, making it a key resource for students and professionals learning data analysis and signal modeling.
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