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covariate-balancing

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gorgeousfish / CBPS-py

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Python implementation of Covariate Balancing Propensity Score (CBPS) for robust causal inference in observational studies. Supports binary, multi-valued, and continuous treatments. Includes high-dimensional CBPS (hdCBPS), nonparametric CBPS (npCBPS), marginal structural models (CBMSM), and instrumental variables (CBIV).(Disclaimer: CURRENTLY WIP)

python causal-inference propensity-score doubly-robust inverse-probability-weighting covariate-balancing
  • Updated Apr 18, 2026
  • Python

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