Alternative approaches for confounding adjustment in observational studies using weighting based on the propensity score: a primer for practitioners

This report aims to provide methodological guidance to help practitioners select the most appropriate weighting method based on propensity scores for their analysis out of many available options (eg, inverse probability treatment weights, standardised mortality ratio weights, fine stratification wei...

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Veröffentlicht in:BMJ (Online) 2019-10, Vol.367, p.l5657-l5657
Hauptverfasser: Desai, Rishi J, Franklin, Jessica M
Format: Artikel
Sprache:eng
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Zusammenfassung:This report aims to provide methodological guidance to help practitioners select the most appropriate weighting method based on propensity scores for their analysis out of many available options (eg, inverse probability treatment weights, standardised mortality ratio weights, fine stratification weights, overlap weights, and matching weights), and outlines recommendations for transparent reporting of studies using weighting based on the propensity scores.
ISSN:0959-8138
1756-1833
DOI:10.1136/bmj.l5657