Simulation methods are revolutionizing the practice of applied economic analysis. This work covers various topics ranging from discrete choice modeling with heterogeneity of preferences, to Bayesian estimation, to Monte Carlo experiments, to structural estimation of Kuhn-Tucker demand systems.