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Ten things to remember about propensity scores.

Authors :
Groenwold, Rolf H H
Dekkers, Olaf M
Cessie, Saskia le
Source :
European Journal of Endocrinology. Jul2024, Vol. 191 Issue 1, pE1-E4. 4p.
Publication Year :
2024

Abstract

Propensity score methods are popular to control for confounding in observational biomedical studies of risk factors or medical treatments. This paper focused on aspects of propensity score methods that often remain undiscussed, including unmeasured confounding, missing data, variable selection, statistical efficiency, estimands, the positivity assumption, and predictive performance of the propensity score model. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
08044643
Volume :
191
Issue :
1
Database :
Academic Search Index
Journal :
European Journal of Endocrinology
Publication Type :
Academic Journal
Accession number :
178778939
Full Text :
https://doi.org/10.1093/ejendo/lvae067