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Missing Data Analysis Using Multiple Imputation: Getting to the Heart of the Matter

Missing data are a pervasive problem in health investigations. We describe some background of missing data analysis and criticize ad-hoc methods which are prone to serious problems. We then focus on multiple imputation, in which missing cases are first filled in by several sets of plausible values t...

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Detalhes bibliográficos
Autor principal: He, Yulei
Formato: Artigo
Idioma:Inglês
Publicado em: 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2818781/
https://ncbi.nlm.nih.gov/pubmed/20123676
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1161/CIRCOUTCOMES.109.875658
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