TY - BOOK AU - Pishro-Nik, Hossein TI - Introduction to probability: statistics and random processes SN - 9780990637202 AV - QA 273 .P57 2014 PY - 2014/// CY - [Blue Bell, PA] PB - Kappa Research, LLC KW - PROBABILITIES N1 - Includes bibliographical references (pages 731-732) and index; Basic concepts -- combinatorics: counting methods -- discrete random variables -- continuous and mixed random variables -- joint distributions: two random variables N2 - 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 ER -