This course will present advanced statistical methods used in Epidemiology.
Topics that will be covered include:
- Marginal Effects and Potential Outcomes Estimation
- Propensity Scores
- Analysis of Time-Dependent Treatments
- Cox-Proportional Hazards Model
- Longitudinal and Hierarchical Data Analysis
- Generalized Estimating Equations
- GLMs and GAMs