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08/14/2020
Deconfounding and Causal Regularization for Stability and External Validity
We review some recent work on removing hidden confounding and causal reg...
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05/29/2020
Distributional Random Forests: Heterogeneity Adjustment and Multivariate Distributional Regression
We propose an adaptation of the Random Forest algorithm to estimate the ...
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04/08/2020
Doubly Debiased Lasso: High-Dimensional Inference under Hidden Confounding and Measurement Errors
Inferring causal relationships or related associations from observationa...
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11/13/2018