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Oshawa, Ontario L1G 0C5
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Ontario Tech University is the brand name used to refer to the University of Ontario Institute of Technology.

Ontario Tech acknowledges the lands and people of the Mississaugas of Scugog Island First Nation which is covered by the Williams Treaties and are the traditional territory of the Mississaugas, a branch of the greater Anishinaabeg Nation, including Algonquin, Ojibway, Odawa and Pottawatomi. Learn more.

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Ontario Tech University

Dec 21, 2024

2023-2024 Undergraduate Calendar

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2023-2024 Undergraduate Calendar [ARCHIVED CALENDAR]

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ELEE 3070U – Probability and Random Signals

Basic concepts of probability theory: the axioms of probability, conditional probability, Bayes’ theorem, mutually exclusive and independent events. Single random variable: discrete and continuous random variables, probability mass and density functions; mean, median, mode, variance, and functions of a random variable; Markov and Chebyshev inequalities; reliability of series and parallel components, mean time to failure and failure rate functions. Multiple random variables; joint cumulative distribution and probability density functions, independence, covariance correlation, and linear transformations; joints Gaussian random variables; sum of random variables, law of large numbers and central limit theorem. Statistics: sampling estimation, confidence intervals and hypothesis testing. Random processes; wide-sense staionarity autocorrelation function and power spectral density. Gaussian processes, White noise and noise equivalent bandwidth.
Credit hours: 3
Lecture hours: 3
Tutorial hours: 1.5
Prerequisite(s): ELEE 3110U

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