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Assessment of Heterogeneous Treatment Effect Estimation Accuracy via Matching

We study the assessment of the accuracy of heterogeneous treatment effect (HTE) estimation, where the HTE is not directly observable so standard computation of prediction errors is not applicable. To tackle the difficulty, we propose an assessment approach by constructing pseudo-observations of the...

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Bibliografiska uppgifter
I publikationen:Stat Med
Huvudupphovsmän: Gao, Zijun, Hastie, Trevor, Tibshirani, Robert
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2021
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC8279069/
https://ncbi.nlm.nih.gov/pubmed/33915600
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.9010
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