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A real data-driven simulation strategy to select an imputation method for mixed-type trait data

Missing observations in trait datasets pose an obstacle for analyses in myriad biological disciplines. Considering the mixed results of imputation, the wide variety of available methods, and the varied structure of real trait datasets, a framework for selecting a suitable imputation method is advant...

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Detalles Bibliográficos
Autores principales: May, Jacqueline A., Feng, Zeny, Adamowicz, Sarah J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10069776/
https://www.ncbi.nlm.nih.gov/pubmed/36947561
http://dx.doi.org/10.1371/journal.pcbi.1010154