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Undersmoothing Causal Estimators With Generative Trees

Average causal effects are averages of (heterogeneous) individual treatment effects (ITEs) taken over the entire target population. The estimation of average causal effects has been studied in depth, but averages are insufficient for more individualised decision-making where ITEs are more appropriat...

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Xehetasun bibliografikoak
Egile Nagusiak: Damian Machlanski, Spyridon Samothrakis, Paul Clarke
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: IEEE 2024-01-01
Saila:IEEE Access
Gaiak:
Sarrera elektronikoa:https://ieeexplore.ieee.org/document/10466753/
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