This repository provides the R code implementing the Bayesian regularized calibrated estimation of propensity scores for causal inference, as proposed by the following paper.
Orihara, S., Momozaki, T., and Nakagawa, T. (2024). General Bayesian Inference for Causal Effects using Covariate Balancing Procedure. https://arxiv.org/abs/2404.09414
The repository includes the following files.
BRCAL-function.R
: Implementation to generate posterior draws of the Average Treatment Effect.Example-BRCAL.md
: One-shot simulation study for BRCAL