Testing: Likelihood Ratio TestCovers the likelihood ratio test in choice models, benchmarking, and tests for taste variations and nonlinear specifications.
Statistical InferenceCovers likelihood ratio statistic, confidence intervals, and hypothesis testing concepts.
Latent Variable ModelsExplores latent variable models, EM algorithm, and Jensen's inequality in statistical modeling.
Detection & EstimationCovers binary classification, hypothesis testing, likelihood ratio tests, and decision rules.
Discrete Choice AnalysisIntroduces Discrete Choice Analysis, covering scale, depth, data collection, and statistical inference.
Probability and StatisticsIntroduces probability, statistics, distributions, inference, likelihood, and combinatorics for studying random events and network modeling.
