Targeted maximum likelihood estimation for a binary treatment: A tutorial

When estimating the average effect of a binary treatment (or exposure) on an outcome, methods that incorporate propensity scores, the G‐formula, or targeted maximum likelihood estimation (TMLE) are preferred over naïve regression approaches, which are biased under misspecification of a parametric ou...

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Detalles Bibliográficos
Autores principales: Luque‐Fernandez, Miguel Angel, Schomaker, Michael, Rachet, Bernard, Schnitzer, Mireille E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6032875/
https://www.ncbi.nlm.nih.gov/pubmed/29687470
http://dx.doi.org/10.1002/sim.7628