Red bus/Blue bus paradoxExplores the Red bus/Blue bus paradox, nested logit models, and multivariate extreme value models in transportation.
Dependence and CorrelationExplores dependence, correlation, and conditional expectations in probability and statistics, highlighting their significance and limitations.
Independence and CovarianceExplores independence and covariance between random variables, discussing their implications and calculation methods.
Complex Systems: EpidemicsDelves into complex systems, strange attractors, and epidemics, emphasizing the influence of psychological factors and the role of contagion.
Efficient Data ClusteringCovers efficient data exploitation through clustering methods and the optimization of market returns using asset clustering.
Multivariate Methods IExplores multivariate methods like PCA, SVD, PLS, and ICA for dimensionality reduction in functional brain imaging.