Intro to Probability, Statistics, and Random Processes, Hossein Pishro-Nik
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Intro to Probability, Statistics, and Random Processes, Hossein Pishro-Nik
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Specificaties
- Objectstaat
- Field of Study
- Mathematics
- Subject
- Statistics
- ISBN
- 9780990637202
Over dit product
Product Identifiers
Publisher
Kappa Research, LLC
ISBN-10
0990637204
ISBN-13
9780990637202
eBay Product ID (ePID)
202765873
Product Key Features
Subject
Probability & Statistics / Stochastic Processes, Probability & Statistics / General
Publication Year
2014
Number of Pages
IX, 732 Pages
Language
English
Publication Name
Introduction to Probability, Statistics, and Random Processes : Statistics and Random Processes
Type
Textbook
Subject Area
Mathematics
Format
Trade Paperback
Additional Product Features
Intended Audience
College Audience
Dewey Edition
23
Illustrated
Yes
Dewey Decimal
519.2
Synopsis
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.
LC Classification Number
QA273.P489 2014
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