Inverse Propensity Score Weighting in CausalPy

Abstract

Propensity Weighting Adjustment for Causal Inference

Inverse Propensity Score Weighting

In this project I sought to add the functionality for bayesian inverse propensity weighting functionality to the CausalPy package. I adapted earlier work with PyMC to contribute the base classes to the package and demonstrated how these classes can be used to esitmate various treatment effect estimands. The demonstration can be seen here