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Basic principles of probability theory, random variables, basic distribution functions, dependent random variables, correlation and dependence measures, multi-dimensional probability distributions, random variables functions; basic principles and methods of statistics, sampling functions, principles of estimation, statistical hypothesis testing, linear regression.

Laboratory exercises (optional) in MatLab.