The importance of batch sensitization in missing value imputation

Data analysis is complex due to a myriad of technical problems. Amongst these, missing values and batch effects are endemic. Although many methods have been developed for missing value imputation (MVI) and batch correction respectively, no study has directly considered the confounding impact of MVI...

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Detalles Bibliográficos
Autores principales: Hui, Harvard Wai Hann, Kong, Weijia, Peng, Hui, Goh, Wilson Wen Bin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9944322/
https://www.ncbi.nlm.nih.gov/pubmed/36810890
http://dx.doi.org/10.1038/s41598-023-30084-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9944322/
https://www.ncbi.nlm.nih.gov/pubmed/36810890
http://dx.doi.org/10.1038/s41598-023-30084-2

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