The cross-nested logit modelExplores the cross-nested logit model, defining alternative groups with overlapping memberships and scale parameters for transportation analysis.
Elements of StatisticsIntroduces key statistical concepts through practical exercises and MATLAB applications.
Probability ReviewIntroduces subgaussian and subexponential random variables, conditional expectation, and Orlicz norms.
Probability InequalitiesExplores probability inequalities, convergence types, and moment generating functions for distribution approximation.
Convergence in ProbabilityExplores convergence in probability, concentration inequalities, laws of large numbers, and properties of distributions.
