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Utility of automated data-adaptive propensity score method for confounding by indication in comparative effectiveness study in real world Medicare and registry data

BACKGROUND: Confounding by indication is a serious threat to comparative studies using real world data. We assessed the utility of automated data-adaptive analytic approach for confounding adjustment when both claims and clinical registry data are available. METHODS: We used a comparative study exam...

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Detalles Bibliográficos
Autores principales: Kumamaru, Hiraku, Jalbert, Jessica J., Nguyen, Louis L., Williams, Lauren A., Miyata, Hiroaki, Setoguchi, Soko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9377588/
https://www.ncbi.nlm.nih.gov/pubmed/35969535
http://dx.doi.org/10.1371/journal.pone.0272975