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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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Detaylı Bibliyografya
Yayımlandı:Stat Med
Asıl Yazarlar: Gao, Zijun, Hastie, Trevor, Tibshirani, Robert
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2021
Konular:
Online Erişim: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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