Introduction to Probability, Statistics, and Random Processes (Hossein Pishro-Nik)

Introduction to Probability, Statistics, and Random Processes (Hossein Pishro-Nik)

Chapters 1 and 2: basic concepts such as random experiments, probability axioms, conditional probability, law of total probability, Bayes' rule, and counting methods;

Chapters 3 through 6: single and multiple random variables (discrete, continuous, and mixed), as well as moment-generating functions, characteristics functions, random vectors, and inequalities;

Chapter 7: limit theorems and convergence;

Chapters 8 and 9: Bayesian and classical statistics;

Chapters 10: Introduction to random processes, processing of random signals;

Chapter 11: Poisson processes, discrete-time Markov chains, continuous-time Markov chains, and Brownian motion;

Chapter 12: basic methods of generating random variables and simulating probabilistic systems (using MATLAB);

Chapter 13: basic methods of generating random variables and simulating probabilistic systems (using R);

Chapter 14: recursive methods;


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APA

Consults, E. (2023). Introduction to Probability, Statistics, and Random Processes (Hossein Pishro-Nik). Afribary. Retrieved from https://afribary.com/books/introduction-to-probability-statistics-and-random-processes-hossein-pishro-nik

MLA 8th

Consults, Education "Introduction to Probability, Statistics, and Random Processes (Hossein Pishro-Nik)" Afribary. Afribary, 28 Feb. 2023, https://afribary.com/books/introduction-to-probability-statistics-and-random-processes-hossein-pishro-nik. Accessed 17 May. 2024.

MLA7

Consults, Education . "Introduction to Probability, Statistics, and Random Processes (Hossein Pishro-Nik)". Afribary, Afribary, 28 Feb. 2023. Web. 17 May. 2024. < https://afribary.com/books/introduction-to-probability-statistics-and-random-processes-hossein-pishro-nik >.

Chicago

Consults, Education . "Introduction to Probability, Statistics, and Random Processes (Hossein Pishro-Nik)" Afribary (2023). Accessed May 17, 2024. https://afribary.com/books/introduction-to-probability-statistics-and-random-processes-hossein-pishro-nik

Document Details
Field: Mathematics and Statistics Type: Text Book 1,007 PAGES (207779 WORDS) (pdf)