Panel Data: Advanced Econometric Methods

Catalog description

Focuses on how to extend statistical techniques learned in Stats 101 and how to apply already learned techniques to real-world social science-related problems. You will learn a) how to select an appropriate model for a given dataset b) how to interpret the diagnostic information from a statistical technique c) what types of social science problems are usually addressed with what kind of statistical model. Covered material includes standard linear model, generalized linear models, bootstrap methods, and additional linear models that rely on specific assumptions about the underlying data. Data in the World utilizes R software in applying models to real-world datasets, including for a final project that can serve as a basis for a signature work. 001649