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This is an advanced graduate course on the major econometric techniques and models used in empirical microeconomics. We will cover topics such as extremum estimators, quantile regression, semiparametric efficiency and estimation, plugin estimators, simulation methods such as the bootstrap and MCMC, weak instrumental variables, measurement error and latent variable models, and identification analysis. Theoretical development will be accompanied by discussion and examples of applications.