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Introduction to Probability, Statistics, and Random Processes

Introduction to Probability, Statistics, and Random Processes

Introduction to Probability, Statistics, and Random Processes Paperback - 2014

by Hossein Pishro-Nik

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Paperback. New. New Book; Fast Shipping from UK; Not signed; Not First Edition; 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
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Details

  • Title Introduction to Probability, Statistics, and Random Processes
  • Author Hossein Pishro-Nik
  • Binding Paperback
  • Condition New
  • Pages 748
  • Volumes 1
  • Language ENG
  • Publisher Kappa Research, LLC
  • Publication date 2014-08-24
  • Illustrated Yes
  • Features Bibliography, Illustrated, Index
  • Bookseller's Inventory # ria9780990637202_inp
  • ISBN 9780990637202 / 0990637204
  • Weight 2.89 lbs (1.31 kg)
  • Dimensions 9.69 x 7.44 x 1.49 in (24.61 x 18.90 x 3.78 cm)
  • Category Mathematics
  • Library of Congress subjects Stochastic processes, Statistics
  • Library of Congress Catalogue Number 2015295671
  • Quantity available 257

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From the publisher

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, R, and Python (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.

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