Propensity Score Estimating Using Machine Learning

This is a project perfomed in SKKU Modern Statistical Methods (STA5012) about causal inference

• Simulation study or data analysis
• Extension of statistical method or theoretical result
• Conducting a thorough data analysis

Paper

I reviewed

Lee, B. K., Lessler, J., & Stuart, E. A. (2010). Improving propensity score weighting using machine learning. Statistics in Medicine, 29(3), 337–346. doi:10.1002/sim.3782

R Package

I made an R package with devtools for this project: propensityml.