The Future of Causality

There are some excellent packages, both in R and in Python that will do useful things when it comes to causal effect estimation. There's a fellow at Microsoft research name Amit Sharma, who has a library called Doo Why which is one of the best interfaces I've seen for that problem. It separates the problem of identification and estimation very well. And so, if you're not, you know, you kind of have to turn away at the inference problem when you're working on these models but it's certainly doable.