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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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Bibliografiske detaljer
Main Authors: Li, Lingling, Tchetgen, Eric Tchetgen, van der Vaart, Aad, Robins, James M.
Format: Artigo
Sprog:Inglês
Udgivet: 2011
Fag:
Online adgang: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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