Explore advanced regression analysis, maximum likelihood, discrete choice models, nonparametric methods, causality, and regression discontinuity design. Evaluate the use of these techniques in applied research and apply them in a variety of data sets. Three lecture hours a week for one semester. Economics 342M and 348K (Topic: Applied Econometrics/Data) may not both be counted. Prerequisite: Economics 341K or 441K, and 420K or 420S with a grade of at least C-.