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Evaluating treatment effectiveness under model misspecification: A comparison of targeted maximum likelihood estimation with bias-corrected matching

Statistical approaches for estimating treatment effectiveness commonly model the endpoint, or the propensity score, using parametric regressions such as generalised linear models. Misspecification of these models can lead to biased parameter estimates. We compare two approaches that combine the prop...

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Bibliografiske detaljer
Udgivet i:Stat Methods Med Res
Main Authors: Kreif, Noémi, Gruber, Susan, Radice, Rosalba, Grieve, Richard, Sekhon, Jasjeet S
Format: Artigo
Sprog:Inglês
Udgivet: SAGE Publications 2014
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5051604/
https://ncbi.nlm.nih.gov/pubmed/24525488
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/0962280214521341
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