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Comparison of imputation methods for handling missing covariate data when fitting a Cox proportional hazards model: a resampling study

BACKGROUND: The appropriate handling of missing covariate data in prognostic modelling studies is yet to be conclusively determined. A resampling study was performed to investigate the effects of different missing data methods on the performance of a prognostic model. METHODS: Observed data for 1000...

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Autori principali: Marshall, Andrea, Altman, Douglas G, Holder, Roger L
Natura: Artigo
Lingua:Inglês
Pubblicazione: BioMed Central 2010
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC3019210/
https://ncbi.nlm.nih.gov/pubmed/21194416
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2288-10-112
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