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Intro to Probability, Statistics, and Random Processes, Hossein Pishro-Nik

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Field of Study
Mathematics
Subject
Probability & Statistics / Stochastic Processes, Probability & Statistics / General
ISBN
9780990637202
Publication Year
2014
Type
Textbook
Format
Trade Paperback
Language
English
Subject Area
Mathematics
Publication Name
Introduction to Probability, Statistics, and Random Processes : Statistics and Random Processes
Author
Hossein Pishro-Nik
Publisher
Kappa Research, LLC

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Product Information

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) 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. The digital version of the book, as well as additional materials such as videos, is available at www.probabilitycourse.com.

Product Identifiers

Publisher
Kappa Research, LLC
ISBN-10
0990637204
ISBN-13
9780990637202
eBay Product ID (ePID)
202765873

Product Key Features

Publication Year
2014
Subject
Probability & Statistics / Stochastic Processes, Probability & Statistics / General
Language
English
Publication Name
Introduction to Probability, Statistics, and Random Processes : Statistics and Random Processes
Type
Textbook
Subject Area
Mathematics
Author
Hossein Pishro-Nik
Format
Trade Paperback

Additional Product Features

Target Audience
College Audience
Lc Classification Number
Qa273.P489 2014

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