This course covers several substantive issues that affect applied researchers including sampling issues in complex survey design, the problem of nonresponse in surveys, measurement error, latent variables, and the selection problem. Econometric topics include bounds, binary choice models, matching models, nonparametric regression, censored regression models, control function, and introduction to modern instrumental variables methods.