Processing ......
FreeComputerBooks.com
Links to Free Computer, Mathematics, Technical Books all over the World
 
Introduction to Probability, Statistics, and Random Processes
Top Free C++ Books 🌠 - 100% Free or Open Source!
  • Title: Introduction to Probability, Statistics, and Random Processes
  • Author(s) Hossein Pishro-Nik
  • Publisher: Kappa Research, LLC (August 24, 2014)
  • License(s): CC BY-NC-ND
  • Hardcover: 744 pages
  • eBook: HTML and PDF Files
  • Language: English
  • ISBN-10/ASIN: 0990637204
  • ISBN-13: 978-0990637202
  • Share This:  

Book Description

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.

  • 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)

The book contains a large number of solved exercises. The dependency between different sections of this book has been kept to a minimum in order to provide maximum flexibility to instructors and to make the book easy to read for students. Examples of applications such as engineering, finance, everyday life, etc. are included to aid in motivating the subject.

About the Authors
  • N/A
Reviews, Ratings, and Recommendations: Related Book Categories: Read and Download Links: Similar Books:
Book Categories
:
Other Categories
Resources and Links