IPW- and CBPS-type propensity score reweighting, with various extensions (Stata package)
-
Updated
Sep 29, 2023 - Stata
IPW- and CBPS-type propensity score reweighting, with various extensions (Stata package)
Repo for the paper "Survey calibration for causal inference: a simple method to balance covariate distributions”
The full archives of Celeste Brigade's Portal of Stuff
Scalable covariate-balancing propensity scores (CBPS) and IPW/AIPW causal-inference estimators in R: a full pipeline on tens of millions of rows within a fixed memory budget, for EHR and national-registry cohorts. Benchmarked against reference packages.
Add a description, image, and links to the cbps topic page so that developers can more easily learn about it.
To associate your repository with the cbps topic, visit your repo's landing page and select "manage topics."