Inverse Propensity Score Weighting in CausalPy

regression
propensity
causal inference
weighting
Author

Nathaniel Forde

Published

May 11, 2024

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