Causal Inference

[mendoncagbs]

Do you have any example showing how PyMC-BART can be used for causal inference? Do you have plans for implementing features similar to the bartCause R package?

[aloctavodia]

Hi, I have read a couple of examples from the literature but I don't have written those examples myself. It would be nice to have them as part of our documentation.

Also, I wonder if we should try to implement those features here or as part of CasualPy? @drbenvincent @twiecki.

[drbenvincent]

I'd be very open to additions like that to CausalPy 👍🏻

[matekadlicsko]

I'd love to implement meta-learners for CausalPy like T-learner and X-learner using BART and sklearn compatible models.

[twiecki]

@matekadlicsko That's great, any info you need to get going?

[matekadlicsko]

@twiecki Thank you, I'm good for now.