Probability methods in engineering: Course Outline
Objective: To introduce the basic concepts and engineering applications of probability and statistics.
Text Books
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Probability and random processes for electrical engineering by
Call Number: 621.3822 GARISBN: 8129703173Publication Date: 2004 -
eBooks
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by: Zhi Ning Chen, Kwai-Man Luk
9780071612883 -
by: John L. Volakis
9780071475747
Course Outline
- Set theory
- Basic concepts of probability
- Conditional probability
- Independent events
- Baye's Theorem
- Discrete and continuous random variables
- Distributions and density functions
- Probability distributions (binomial, Poisson, hyper geometric, normal, uniform and exponential)
- Mean, Variance
- Standard deviations
- Moments and moment generating functions
- Linear regression and curve fitting
- Limits theorems and applications
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eBooks
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by: Murray R. Spiegel, John J. Schiller, R. Alu Srinivasan
9780071795579 -
by: Alexander Kusko
9780071470759 -
by: Donald Christiansen, Charles K. Alexander, Ronald K. Jurgen
9780071384216 -
by: William C. Y. Lee
9780070371033 -
by: R. Keith Mobley, MBB, CMRP
9780071826617