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Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies

The propensity score is defined as a subject's probability of treatment selection, conditional on observed baseline covariates. Weighting subjects by the inverse probability of treatment received creates a synthetic sample in which treatment assignment is independent of measured baseline covari...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Stat Med
Hauptverfasser: Austin, Peter C., Stuart, Elizabeth A.
Format: Artigo
Sprache:Inglês
Veröffentlicht: John Wiley and Sons Inc. 2015
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4626409/
https://ncbi.nlm.nih.gov/pubmed/26238958
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.6607
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