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Effects of Different Missing Data Imputation Techniques on the Performance of Undiagnosed Diabetes Risk Prediction Models in a Mixed-Ancestry Population of South Africa

BACKGROUND: Imputation techniques used to handle missing data are based on the principle of replacement. It is widely advocated that multiple imputation is superior to other imputation methods, however studies have suggested that simple methods for filling missing data can be just as accurate as com...

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Bibliografiske detaljer
Udgivet i:PLoS One
Main Authors: Masconi, Katya L., Matsha, Tandi E., Erasmus, Rajiv T., Kengne, Andre P.
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2015
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4583496/
https://ncbi.nlm.nih.gov/pubmed/26406594
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0139210
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