Introduction to probability, statistics, and random processes
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 c…
Read More ↓Title Statements
- Full title :Introduction to probability, statistics, and random processes / Hossein Pishro-Nik.
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.
Read More ↓Edition Statements
- Publication Date:2014
Publication Statements
- Publisher(s):Kappa Research, LLC
- Place of Publication:Blue Bell, PA
- Language:eng
- Publication Date:2014
The Physical Object
- Description:ix, 732 pages : : illustrations ; : 25 cm
Edition Identifiers
- ISBN:9780990637202, 0990637204
- oclc:ocn915310020
- LC Classification:QA273
- Dewey Decimal:519.2
Table of Contents
Basic concepts -- combinatorics: counting methods -- discrete random variables -- continuous and mixed random variables -- joint distributions: two random variables.
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