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Volumn 4, Issue 2, 2016, Pages

Multiple imputation with multivariate imputation by chained equation (MICE) package

Author keywords

Big data clinical trial; Imputed complete dataset; Multiple imputation (MI); Multivariate imputation by chained equation (MICE) package; R

Indexed keywords

ANIMAL EXPERIMENT; MEDICAL LITERATURE; NONHUMAN; STATISTICAL MODEL; UNCERTAINTY; UNIVARIATE ANALYSIS;

EID: 85006193513     PISSN: 23055839     EISSN: 23055847     Source Type: Journal    
DOI: 10.3978/j.issn.2305-5839.2015.12.63     Document Type: Article
Times cited : (563)

References (7)
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  • 2
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    • Morris TP, White IR, Royston P. Tuning multiple imputation by predictive mean matching and local residual draws. BMC Med Res Methodol 2014;14:75.
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    • Morris, T.P.1    White, I.R.2    Royston, P.3
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    • Multiple imputation using chained equations: Issues and guidance for practice
    • White IR, Royston P, Wood AM. Multiple imputation using chained equations: Issues and guidance for practice. Stat Med 2011;30:377-99.
    • (2011) Stat Med , vol.30 , pp. 377-399
    • White, I.R.1    Royston, P.2    Wood, A.M.3
  • 4
    • 33748709502 scopus 로고    scopus 로고
    • Using the outcome for imputation of missing predictor values was preferred
    • Moons KG, Donders RA, Stijnen T, et al. Using the outcome for imputation of missing predictor values was preferred. J Clin Epidemiol 2006;59:1092-101.
    • (2006) J Clin Epidemiol , vol.59 , pp. 1092-1101
    • Moons, K.G.1    Donders, R.A.2    Stijnen, T.3
  • 5
    • 84905916899 scopus 로고    scopus 로고
    • Predictive value of lactate in unselected critically ill patients: an analysis using fractional polynomials
    • Zhang Z, Chen K, Ni H, et al. Predictive value of lactate in unselected critically ill patients: an analysis using fractional polynomials. J Thorac Dis 2014;6:995-1003.
    • (2014) J Thorac Dis , vol.6 , pp. 995-1003
    • Zhang, Z.1    Chen, K.2    Ni, H.3
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    • Accessing critical care big data: a step by step approach
    • Zhang Z. Accessing critical care big data: a step by step approach. J Thorac Dis 2015;7:238-42.
    • (2015) J Thorac Dis , vol.7 , pp. 238-242
    • Zhang, Z.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.