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Applied comparison of large‐scale propensity score matching and cardinality matching for causal inference in observational research

BACKGROUND: Cardinality matching (CM), a novel matching technique, finds the largest matched sample meeting prespecified balance criteria thereby overcoming limitations of propensity score matching (PSM) associated with limited covariate overlap, which are especially pronounced in studies with small...

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Bibliografski detalji
Izdano u:BMC Med Res Methodol
Glavni autori: Fortin, Stephen P., Johnston, Stephen S, Schuemie, Martijn J
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2021
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8146256/
https://ncbi.nlm.nih.gov/pubmed/34030640
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12874-021-01282-1
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