Introduction to Probability, Statistics, and Random Processes
| Author | : Hossein Pishro-Nik |
| Publisher | : |
| Total Pages | : 746 |
| Release | : 2014-08-15 |
| ISBN-10 | : 0990637204 |
| ISBN-13 | : 9780990637202 |
| Rating | : 4/5 (202 Downloads) |
Download or read book Introduction to Probability, Statistics, and Random Processes written by Hossein Pishro-Nik and published by . This book was released on 2014-08-15 with total page 746 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
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