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The paper could benefit very much from a paragraph in the discussion or intro that summarizes prior studies. For this issue, one person or a small team could
1. Collect set of relevant papers asses…
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## Summary
We need to add GRF capabilities in order to be feature-complete wrt EconML. There are some issues with just doing honesty at the Python level, which is due to the fact that we want to cr…
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If Y is a vector when fitting a RegressionForest, the return value from predict is an n×1 array instead. For example:
```python
from econml.grf import RegressionForest
X=np.array([[0,1],[2,3],[4…
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After C++ training completes, we serialize the contents of the forest to a byte stream, and pass this up to R. This serialized forest is then passed back to subsequent C++ functions for prediction, a…
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https://github.com/ZijunGao/causal-validation/blob/67bc1baf4010d192cac02e1aadd057ccb0d83584/example.R#L34
It seems that the `proximityScore()` function is missing in this repo, can you please add t…
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Hi all,
I am intrigued by the experimental result of Aas, Jullum, and Loland (https://arxiv.org/abs/1903.10464) that TreeSHAP fails to capture covariate dependence in any meaningful way. Do you ha…
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I am using causal_forest for an RCT were the treatment group has a very low treatment propensity: N control is 1 million, N treatment is 20,000.
When I calculate average_treatment_effect I get a wa…
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From the [this webpage](https://econml.azurewebsites.net/spec/estimation/forest.html#causalforest-aka-forest-double-machine-learning) it reads:
"Our implementation of a Causal Forest is restricted …
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By default we give non-integer seeds to forests, e.g.:
https://github.com/grf-labs/grf/blob/5a2fbcd51bdeac67cbb85d2407a282d1962550e9/r-package/grf/R/regression_forest.R#L109C31-L109C71
It looks …
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# Association
- [ ] [A simple, consistent estimator of heritability for genome-wide association studies]( https://www.biorxiv.org/content/biorxiv/early/2017/10/17/204446.full.pdf)
- [x] [Multivari…