Inverse Propensity Score Weighting in CausalPy
regression
propensity
causal inference
weighting
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