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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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### 🚀 The feature, motivation and pitch
https://blackforestlabs.ai/#get-flux
FLUX models are the new SOTA opensource text-to-image model. I am wondering if this slightly different architecture mod…
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Following `randomForest` and `ranger`, it would be nice to implement Breiman & Cutler's permutation importance metric. This would just require calculating the mean difference in OOB error between a fe…
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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…
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Testing for conditional independence, X \indep Y | Z, is a common problem within causal discovery and feature selection. The following two kernel-based methods are able to perform this test without to…
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Hello,
When calling `DynamicDML()` as such:
```
est = DynamicDML(model_y = model_y, model_t=model_t, discrete_treatment=True)
est.fit(Y, T, X=X, W=None, groups=groups)
```
Here `Y`, `T` , …
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Hello,
I am using `econml` version 0.10.0 and `shap` v. 0.39.0
When I calculate SHAP values for CausalForestDML estimator the results do not make sense, as opposed to when I calculate them the s…