Estimating the Comparative Effectiveness of Feeding Interventions in the Pediatric Intensive Care Unit: A Demonstration of Longitudinal Targeted Maximum Likelihood Estimation

Longitudinal data sources offer new opportunities for the evaluation of sequential interventions. To adjust for time-dependent confounding in these settings, longitudinal targeted maximum likelihood based estimation (TMLE), a doubly robust method that can be coupled with machine learning, has been p...

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Bibliographic Details
Published in:Am J Epidemiol
Main Authors: Kreif, Noémi, Tran, Linh, Grieve, Richard, De Stavola, Bianca, Tasker, Robert C, Petersen, Maya
Format: Artigo
Language:Inglês
Published: Oxford University Press 2017
Subjects:
Practice of Epidemiology
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5860499/
https://ncbi.nlm.nih.gov/pubmed/28992064
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/aje/kwx213
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