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A simulation study on missing data imputation for dichotomous variables using statistical and machine learning methods

The problem of missing data, particularly for dichotomous variables, is a common issue in medical research. However, few studies have focused on the imputation methods of dichotomous data and their performance, as well as the applicability of these imputation methods and the factors that may affect...

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Detalles Bibliográficos
Autores principales: Ge, Yingfeng, Li, Zhiwei, Zhang, Jinxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10256703/
https://www.ncbi.nlm.nih.gov/pubmed/37296269
http://dx.doi.org/10.1038/s41598-023-36509-2