Genetic matching for time-dependent treatments: a longitudinal extension and simulation study

BACKGROUND: Longitudinal matching can mitigate confounding in observational, real-world studies of time-dependent treatments. To date, these methods have required iterative, manual re-specifications to achieve covariate balance. We propose a longitudinal extension of genetic matching, a machine lear...

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Detalles Bibliográficos
Autores principales: Weymann, Deirdre, Chan, Brandon, Regier, Dean A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10413721/
https://www.ncbi.nlm.nih.gov/pubmed/37559105
http://dx.doi.org/10.1186/s12874-023-01995-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10413721/
https://www.ncbi.nlm.nih.gov/pubmed/37559105
http://dx.doi.org/10.1186/s12874-023-01995-5

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