Model Database ResolutionCovers model database resolution, hydrology, GIS, connections, transitions, and validation using various datasets.
Exponential FamilyCovers the concept of the exponential family and discusses forward and backward maps, expensive computations, parameters, functions, and convexity.
Red bus/Blue bus paradoxExplores the Red bus/Blue bus paradox, nested logit models, and multivariate extreme value models in transportation.
Distribution EstimationCovers the concept of distribution estimation and the optimization of parameters using different estimators.
Runge-Kutta MethodsExplains the Runge-Kutta methods, particularly the explicit scheme of order 4 (ERK4), and how to optimize parameters for accuracy.