Mar 28, 2024  
Graduate Record 2019-2020 
    
Graduate Record 2019-2020 [ARCHIVED RECORD]

STAT 5350 - Applied Causal Inference


Introduces statistical methods used for causal inference, particularly for quasi-experimental data. Focus is on the potential outcomes framework as an organizing principle and examining the estimation of treatment effects under various assumptions. Topics include matching, instrumental variables, difference-in-difference, regression discontinuity, synthetic control, and sensitivity analysis. Examples come from various fields.



Credits: 1.00 to 3.00