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08/10/2023
Optimally weighted average derivative effects
Inference for weighted average derivative effects (WADEs) usually relies...
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04/12/2022
Variable importance measures for heterogeneous causal effects
The conditional average treatment effect (CATE) of a binary exposure on ...
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09/27/2021
Parameterising the effect of a continuous exposure using average derivative effects
The (weighted) average treatment effect is commonly used to quantify the...
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07/01/2021
Demystifying statistical learning based on efficient influence functions
Evaluation of treatment effects and more general estimands is typically ...
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07/01/2020