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Higher Order Inference On A Treatment Effect Under Low Regularity Conditions

We describe a novel approach to nonparametric point and interval estimation of a treatment effect in the presence of many continuous confounders. We show the problem can be reduced to that of point and interval estimation of the expected conditional covariance between treatment and response given th...

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Detaylı Bibliyografya
Asıl Yazarlar: Li, Lingling, Tchetgen, Eric Tchetgen, van der Vaart, Aad, Robins, James M.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2011
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC3088168/
https://ncbi.nlm.nih.gov/pubmed/21552339
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.spl.2011.02.030
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