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 Mar…
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):Hossein Pishro-Nik
- Place of Publication:Amherst, Mass.?
- Language:eng
- Publication Date:2014.
Notes
Title from home page (viewed Aug. 29, 2014).
The site includes: the entire textbook, short video lectures that aid in learning the material, online calculators for important functions and distributions, a solutions manual for instructors.
The Physical Object
- Description:744 pages in various pagings.
Edition Identifiers
- ISBN:0990637204, 9780990637202
- oclc:ocn890211592
- LC Classification:QA273
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