Probability,Statistics And Random Processes
Vie Mayo 05, 2023 8:30 pm
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pdf | 35.96 MB | English | Isbn: 978-0990637202 | Author: Hossein Pishro-Nik | Year: 2014
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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.
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.
Category:Statistics, Probability & Statistics
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https://rapidgator.net/file/2bffac55167cbceb078ce45285acea22/
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