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Probability, Statistics, and Random Processes for Electrical Engineering

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ISBN-10: 0131471228

ISBN-13: 9780131471221

Edition: 3rd 2008

Authors: Alberto Leon-Garcia

List price: $279.99
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Book details

List price: $279.99
Edition: 3rd
Copyright year: 2008
Publisher: Pearson Education
Publication date: 12/28/2007
Binding: Paperback
Pages: 832
Size: 6.90" wide x 9.10" long x 1.70" tall
Weight: 3.036

Probability Models in Electrical and Computer Engineering
Mathematical models as tools in analysis and design
Deterministic models
Probability models
Statistical regularity
Properties of relative frequency
The axiomatic approach to a theory of probability
Building a probability model
A detailed example: a packet voice transmission system
Other examples
Communication over unreliable channels
Processing of random signals
Resource sharing systems
Reliability of systems
Overview of book
Basic Concepts of Probability Theory
Specifying random experiments
The sample space
Set operations
The axioms of probability
Discrete sample spaces
Continuous sample spaces
Computing probabilities using counting methods
Sampling with replacement and with ordering
Sampling without replacement and with ordering
Permutations of n distinct objects
Sampling without replacement and without ordering
Sampling with replacement and without ordering
Conditional probability
Bayes' Rule
Independence of events
Sequential experiments
Sequences of independent experiments
The binomial probability law
The multinomial probability law
The geometric probability law
Sequences of dependent experiments
A computer method for synthesizing randomness: random number generators
Random Variables
The notion of a random variable
The cumulative distribution function
The three types of random variables
The probability density function
Conditional cdf's and pdf's
Some important random variables
Discrete random variables
Continuous random variables
Functions of a random variable
The expected value of random variables
The expected value of X. The expected value of Y = g(X). Variance of X
The Markov and Chebyshev