Introduction to Probability, Statistics, and Random Processes

Released on by Hossein Pishro-Nik
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  • Introduction to Probability, Statistics, and Random Processes Book Detail

  • Author : Hossein Pishro-Nik
  • Release Date : 2014-08-15
  • Publisher :
  • Genre : Probabilities
  • Pages : 746
  • ISBN 13 : 9780990637202
  • File Size : 28,28 MB
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Introduction to Probability, Statistics, and Random Processes by Hossein Pishro-Nik PDF Summary

Book Description: 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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