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Nonparametric methods for doubly robust estimation of continuous treatment effects

Continuous treatments (e.g., doses) arise often in practice, but many available causal effect estimators are limited by either requiring parametric models for the effect curve, or by not allowing doubly robust covariate adjustment. We develop a novel kernel smoothing approach that requires only mild...

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Bibliografiska uppgifter
I publikationen:J R Stat Soc Series B Stat Methodol
Huvudupphovsmän: Kennedy, Edward H., Ma, Zongming, McHugh, Matthew D., Small, Dylan S.
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2016
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Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC5627792/
https://ncbi.nlm.nih.gov/pubmed/28989320
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/rssb.12212
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