Advanced Methods for Modeling Markets -- Advanced Individual Demand Models -- Traditional Time Series -- State Space Models -- Spatial Models -- Structural Models -- Statistical Mediation Analysis - Modeling Competitive Responsiveness and Game Theoretic Models -- Diffusion and Adoption Models -- Structural Equation Modeling -- Partial Least Squares Path Modeling -- Mixture Models -- Hidden Markov Models in Marketing -- Generalized Method of Moments -- Bayesian Analysis -- Non and Semiparametric Regression Models -- Endogeneity in Market Models -- Machine Learning and Big Data -- The Future of Marketing Modeling
