On the Relation between Prediction and Imputation Accuracy under Missing Covariates

Missing covariates in regression or classification problems can prohibit the direct use of advanced tools for further analysis. Recent research has realized an increasing trend towards the use of modern Machine-Learning algorithms for imputation. This originates from their capability of showing favo...

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Detalles Bibliográficos
Autores principales: Ramosaj, Burim, Tulowietzki, Justus, Pauly, Markus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8947649/
https://www.ncbi.nlm.nih.gov/pubmed/35327897
http://dx.doi.org/10.3390/e24030386

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8947649/
https://www.ncbi.nlm.nih.gov/pubmed/35327897
http://dx.doi.org/10.3390/e24030386

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