Jacob Reinhold

Disregard that; it's failing from [`this test`](https://github.com/owlbarn/owl/blob/48434ea744d8e5f488a56bb06ecd15659c58f186/src/owl/config/configure.ml#L201) which kills the build.

This is solved with a patch akin to #636

@vsyrgkanis Did you use any particular references to come up with [this equation for counterfactual prediction](https://econml.azurewebsites.net/spec/api.html?highlight=marginal%20effect#problem-setup-and-api-design)? My google-fu is failing me when I'm searching "additive separability" in causal inference (albeit,...

As a workaround, for anyone facing this same issue, setting the `method_params` (for `estimate_effect`) to the following seems to work and replicate the original, intended functionality: ```python from dowhy.causal_estimators.linear_regression_estimator import...

I don't have plans to refactor this code anytime soon.

In the code's current state, you'd need to write a new module/model which is located in `experiment` to extend this framework to other datasets/diseases. Easier said than done, but it's...