Red bus/Blue bus paradoxExplores the Red bus/Blue bus paradox, nested logit models, and multivariate extreme value models in transportation.
Handling Network DataExplores handling network data, including types of graphs, real-world network properties, and node importance measurement.
Optimization and SimulationCovers the Metropolis-Hastings algorithm and gradient-based approaches for biasing searches towards higher likelihood values.
Markov Chains and ApplicationsExplores Markov chains and their applications in algorithms, focusing on user impatience and faithful sample generation.