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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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Detalhes bibliográficos
Publicado no:J R Stat Soc Series B Stat Methodol
Main Authors: Kennedy, Edward H., Ma, Zongming, McHugh, Matthew D., Small, Dylan S.
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha: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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