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Balancing Score Adjusted Targeted Minimum Loss-based Estimation

Adjusting for a balancing score is sufficient for bias reduction when estimating causal effects including the average treatment effect and effect among the treated. Estimators that adjust for the propensity score in a nonparametric way, such as matching on an estimate of the propensity score, can be...

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Detalhes bibliográficos
Publicado no:J Causal Inference
Main Authors: Lendle, Samuel David, Fireman, Bruce, van der Laan, Mark J.
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4637178/
https://ncbi.nlm.nih.gov/pubmed/26561539
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1515/jci-2012-0012
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