Introduction to probability : statistics and random processes /
Pishro-Nik, Hossein
Introduction to probability : statistics and random processes / Hossein Pishro-Nik - [Blue Bell, PA] : Kappa Research, LLC, c2014 - ix, 732 pages : illustrations ; 25 cm
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.
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.
9780990637202
PROBABILITIES
QA 273 .P57 2014
Introduction to probability : statistics and random processes / Hossein Pishro-Nik - [Blue Bell, PA] : Kappa Research, LLC, c2014 - ix, 732 pages : illustrations ; 25 cm
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.
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.
9780990637202
PROBABILITIES
QA 273 .P57 2014