tenglongli / genboot

Generalized bootstrap procedure for propensity score weighting (IPTW)

genboot

Code for the paper "A generalized bootstrap procedure of the standard error and confidence interval estimation for inverse probability of treatment weighting".

Data

• nels.csv: Data from the National Educational Longitudinal Study-1988 (NELS-88).
• nels88.R: Code for analysis based on the NELS-88 dataset.

Simulation

• cluster_sim1.R: Code for the simulation study 1.
• cluster_sim2.R: Code for the simulation study 2.
• out1.rds: Output from the simulation study 1.
• out2.rds: Output from the simulation study 2.
• postprocessing.R: Code for postprocessing the simulation output and generating tables & figures.