|Author||: Hossein Pishro-Nik|
|File Size||: 41,5 Mb|
|Release Date||: 15 August 2014|
|Pages||: 746 pages|
Introduction to Probability Statistics and Random Processes by Hossein Pishro-Nik Book PDF Summary
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.