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New Insights into Handling Missing Values in Environmental Epidemiological Studies

Missing data are unavoidable in environmental epidemiologic surveys. The aim of this study was to compare methods for handling large amounts of missing values: omission of missing values, single and multiple imputations (through linear regression or partial least squares regression), and a fully Bay...

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Detalhes bibliográficos
Main Authors: Roda, Célina, Nicolis, Ioannis, Momas, Isabelle, Guihenneuc, Chantal
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4165576/
https://ncbi.nlm.nih.gov/pubmed/25226278
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0104254
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