My research focuses on combining modern techniques of econometrics and statistics with ideas developed in causal inference to analyze human decision making using structural models and data. To achieve this I develop and extend theoretical and computational tools that are applicable to almost all research areas that use quantitative methods. These tools include statistical techniques, optimization routines, and structural models of behavior.