Red bus/Blue bus paradoxExplores the Red bus/Blue bus paradox, nested logit models, and multivariate extreme value models in transportation.
Signal Processing FundamentalsExplores signal processing fundamentals, including discrete time signals, spectral factorization, and stochastic processes.
Capital Asset Pricing ModelDelves into the Capital Asset Pricing Model, market portfolio, Security Market Line, betas estimation, and liquidity risk.
Portfolio Theory: Risk Parity StrategyExplores Portfolio Theory with a focus on the Risk Parity Strategy, discussing asset allocation proportional to the inverse of volatility and comparing different diversified portfolios.
Efficient Data ClusteringCovers efficient data exploitation through clustering methods and the optimization of market returns using asset clustering.
Estimation and CorrelationExplains estimation, correlation, and Pearson correlation in statistics, focusing on measuring and describing relationships between variables.