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A NONPARAMETRIC MULTIPLE IMPUTATION APPROACH FOR DATA WITH MISSING COVARIATE VALUES WITH APPLICATION TO COLORECTAL ADENOMA DATA

A nearest neighbor-based multiple imputation approach is proposed to recover missing covariate information using the predictive covariates while estimating the association between the outcome and the covariates. To conduct the imputation, two working models are fitted to define an imputing set. This...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:J Biopharm Stat
Egile Nagusiak: Hsu, Chiu-Hsieh, Long, Qi, Li, Yisheng, Jacobs, Elizabeth
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2014
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC4353564/
https://ncbi.nlm.nih.gov/pubmed/24697618
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/10543406.2014.888444
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