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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...
Autores principales: | Weymann, Deirdre, Chan, Brandon, Regier, Dean A. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
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 |
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