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Volumn 3, Issue 8, 2013, Pages

Comparison of imputation methods for missing laboratory data in medicine

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; DIAGNOSTIC ACCURACY; DIAGNOSTIC ERROR; ENTERITIS; FEMALE; HUMAN; LABORATORY TEST; LIVER CIRRHOSIS; MAJOR CLINICAL STUDY; MALE; MULTIVARIATE IMPUTATION BY CHAINED EQUATION; STATISTICAL ANALYSIS;

EID: 84884547259     PISSN: None     EISSN: 20446055     Source Type: Journal    
DOI: 10.1136/bmjopen-2013-002847     Document Type: Article
Times cited : (333)

References (12)
  • 1
    • 75349094042 scopus 로고    scopus 로고
    • Algorithms outperform metabolite tests in predicting response of patients with inflammatory bowel disease to thiopurines
    • Waljee AK, Joyce JC, Wang S, et al. Algorithms outperform metabolite tests in predicting response of patients with inflammatory bowel disease to thiopurines. Clin Gastroenterol Hepatol 2010;8:143-50.
    • (2010) Clin Gastroenterol Hepatol , vol.8 , pp. 143-150
    • Waljee, A.K.1    Joyce, J.C.2    Wang, S.3
  • 2
    • 84884563478 scopus 로고    scopus 로고
    • Machine learning algorithms outperform conventional regression models in identifying risk factors for hepatocellular carcinoma in patients with cirrhosis
    • Singal AG, Waljee AK, Mukherjee A, et al. Machine learning algorithms outperform conventional regression models in identifying risk factors for hepatocellular carcinoma in patients with cirrhosis. Gastroenterology 2012;142:S984.
    • (2012) Gastroenterology , vol.142
    • Singal, A.G.1    Waljee, A.K.2    Mukherjee, A.3
  • 3
    • 0033616909 scopus 로고    scopus 로고
    • Multiple imputation of missing blood pressure covariates in survival analysis
    • DOI 10.1002/(SICI)1097-0258(19990330)18:6<681::AID-SIM71>3.0.CO;2-R
    • van Buuren S, Boshuizen HC, Knook DL. Multiple imputation of missing blood pressure covariates in survival analysis. Stat Med 1999;18:681-94. (Pubitemid 29126744)
    • (1999) Statistics in Medicine , vol.18 , Issue.6 , pp. 681-694
    • Van Buuren, S.1    Boshuizen, H.C.2    Knook, D.L.3
  • 5
    • 84855177476 scopus 로고    scopus 로고
    • MissForest-non-parametric missing value imputation for mixed-type data
    • Stekhoven DJ, Buhlmann P. MissForest-non-parametric missing value imputation for mixed-type data. Bioinformatics 2012;28:112-18.
    • (2012) Bioinformatics , vol.28 , pp. 112-118
    • Stekhoven, D.J.1    Buhlmann, P.2
  • 6
    • 84862895115 scopus 로고    scopus 로고
    • Effectiveness of hepatocellular carcinoma surveillance in patients with cirrhosis
    • Singal AG, Conjeevaram HS, Volk ML, et al. Effectiveness of hepatocellular carcinoma surveillance in patients with cirrhosis. Cancer Epidemiol Biomarkers Prev 2012;21:793-9.
    • (2012) Cancer Epidemiol Biomarkers Prev , vol.21 , pp. 793-799
    • Singal, A.G.1    Conjeevaram, H.S.2    Volk, M.L.3
  • 7
    • 0345040873 scopus 로고    scopus 로고
    • Classification and regression by randomForest
    • Liaw A, Wiener M. Classification and regression by randomForest. R News 2002;2:18-22.
    • (2002) R News , vol.2 , pp. 18-22
    • Liaw, A.1    Wiener, M.2
  • 9
    • 84863304598 scopus 로고    scopus 로고
    • R Core Team, R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0
    • R Core Team (2013) R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, http://www.R-project.org/.
    • (2013) R: A Language and Environment for Statistical Computing
  • 10
    • 0001330098 scopus 로고
    • A general coefficient of similarity and some of its properties
    • Gower JC. A general coefficient of similarity and some of its properties. Biometrics 1971;27:857-71.
    • (1971) Biometrics , vol.27 , pp. 857-871
    • Gower, J.C.1
  • 12
    • 79953732420 scopus 로고    scopus 로고
    • Mice: Multivariate Imputation via Chained Equations in R
    • Buuren van S, Groothuis-Oudshoorn K. mice: Multivariate Imputation via Chained Equations in R. J Stat Software 2011;45:1-67.
    • (2011) J Stat Software , vol.45 , pp. 1-67
    • Buuren Van, S.1    Groothuis-Oudshoorn, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.