Author : Hossein Pishro-Nik
Publisher :
Page : 746 pages
File Size : 22,25 MB
Release : 2014-08-15
Category : Probabilities
ISBN : 9780990637202
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.