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Hi! Any interest in including my recent article *[Data Laced with History: Causal Trees & Operational CRDTs](http://archagon.net/blog/2018/03/24/data-laced-with-history/)* in the discussion? My focus …
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**Is your feature request related to a problem? Please describe.**
Given any tree model, we can fit a causal tree by expanding the `fit` API to allow a treatment group to be passed in.
**Describe…
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**Describe the bug**
After training the `CausalRandomForestRegressor` with criterion `causal_mse` on data with nuisance, many of the predicted ITE values are `inf`.
**To Reproduce**
I changed the…
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I see you're a long-time expert on CRDTs and such. So it's highly probable you'll be already familiar with this.
Nevertheless let me ask what you think about "ORDT"s when compared to the CRDTs impl…
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Dear developers of grf:
Hello, I am a student currently working on a project that employs `grf()` package to estimate heterogeneous treatment effects. What I want to ask is whether using `causal_fo…
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**Is your feature request related to a problem? Please describe.**
Honest sampling in forests was first outlined by Breiman et al. 1984 in Classification and Regression Forests, in which it was sug…
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Hey Scott,
thanks for the awesome package! I've noticed that when I call `predict(causalBoostingModel, newx)`, it returns a matrix of shape `(size_newx, num_trees)` with `num_trees` being the numb…
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Hi,
I'm wondering why is OrthoForest implemented in purely Python it seems?
https://github.com/py-why/EconML/blob/d1baba1e676d5fa8c90b33bf21d806964ae12ec9/econml/orf/_causal_tree.py#L53
vs l…
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### What problem are you trying to solve?
*What is my program busy doing right now?* For synchronous applications, this question can be answered by capturing stack traces from the running program. Fo…
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I really enjoyed the various chapters, writing style, and code examples. Any thoughts on doing a chapter on Bayesian Additive Regression Trees and their use as a method in causal inference?