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Estimation of marginal structural models under irregular visits and unmeasured confounder: calibrated inverse probability weights

Clinical information collected in electronic health records (EHRs) is becoming an essential source to emulate randomized experiments. Since patients do not interact with the healthcare system at random, the longitudinal information in large observational databases must account for irregular visits....

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Detalles Bibliográficos
Autores principales: Kalia, Sumeet, Saarela, Olli, Escobar, Michael, Moineddin, Rahim, Greiver, Michelle
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9825036/
https://www.ncbi.nlm.nih.gov/pubmed/36611135
http://dx.doi.org/10.1186/s12874-022-01831-2