Probability in Engineering: Course Contents (EE-311)
Probability and Statistics or also called Statistics and Probability are two related but separate academic disciplines. Statistical analysis often uses probability distributions, and the two topics are often studied together
Course Outline
Basic to the Concept of Probability
Conditional Probability
Total Probability Theorem and Bayes' Rule
Discrete, continuous random variables and their statistical properties
Important random variables and their applications
Functions of random variables
Properties of random processes: Stationarity
​Correlation function
Power spectral
density
Spectral analysis
Probability Distributions (Gaussian, Poisson)
Measure of Dispersion (variance, standard, deviation and its applications)
Overview of detection and estimation theory
Examples of applications from signal processing (Wiener filter) and digital communications (simulation of coded digital communication system).
Text Books
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Probability and statistics for engineers and scientists by Call Number: 519.02462 WALISBN: 9788131715529Publication Date: 2007
Related Books
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An introduction to probability theory and its applications by Call Number: 519.2 FELISBN: 9788126518050Publication Date: 2014 -
Introduction to probability and statistics by
Call Number: 519.2 MENISBN: 9788131525487Publication Date: 2014 -
Introduction to probability and statistics for engineers and scientists by Call Number: 519.2 ROSISBN: 9788190935685Publication Date: 2013
E Books
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Fundamentals of Reliability Engineering : Applications in Multistage Interconnection Networks
by Indra Gunawan
Publisher: John Wiley & Sons, Incorporated
Date of Publication: 2014 -
Statistics and Probability for Engineering Applications
by William DeCoursey
Publisher: Elsevier Science
Date of Publication: 2003 -
Probabilistic Methods in Geotechnical Engineering
by Committee on Reliability Methods for Risk Mitigation in Geotechnical Engineering,
Geotechnical Board,
and Board on Energy and Environmental Systems -
Handbook of Probability
by Ionut Florescu,
Ciprian A. Tudor,
and Ionuot Florescu
Publisher: John Wiley & Sons, Incorporated