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Is it time to stop sweeping data cleaning under the carpet? A novel algorithm for outlier management in growth data

All data are prone to error and require data cleaning prior to analysis. An important example is longitudinal growth data, for which there are no universally agreed standard methods for identifying and removing implausible values and many existing methods have limitations that restrict their usage a...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Woolley, Charlotte S. C., Handel, Ian G., Bronsvoort, B. Mark, Schoenebeck, Jeffrey J., Clements, Dylan N.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6980495/
https://ncbi.nlm.nih.gov/pubmed/31978151
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0228154
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