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A stochastic multiple imputation algorithm for missing covariate data in tree-structured survival analysis

Missing covariate data present a challenge to tree-structured methodology due to the fact that a single tree model, as opposed to an estimated parameter value, may be desired for use in a clinical setting. To address this problem, we suggest a multiple imputation algorithm that adds draws of stochas...

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Autors principals: Wallace, Meredith L., Anderson, Stewart J., Mazumdar, Sati
Format: Artigo
Idioma:Inglês
Publicat: 2010
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3021888/
https://ncbi.nlm.nih.gov/pubmed/20963751
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.4079
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