Hypothesis Testing in StatisticsDelves into hypothesis testing, covering test statistics, critical regions, power functions, p-values, multiple testing, and non-parametric statistics.
Stochastic Simulation: FundamentalsIntroduces stochastic simulation fundamentals, covering course organization, queueing models, finance, statistics, physics, and exam details.
Non nested hypothesesCovers the comparison of restricted and unrestricted choice models using the likelihood ratio test and the Cox test.
Detection & EstimationCovers binary classification, hypothesis testing, likelihood ratio tests, and decision rules.