ISBN: 9780990637202

Product Edition:1st Edition

Author: Hossein Pishro-Nik

Book Name: Introduction To Probability, Statistics, And Random Processes

Subject Name: Maths

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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 applicationsâ€”such as engineering, finance, everyday life, etc.â€”are included to aid in motivating the subject. The digital version of the book, as well as additional materials such as videos

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