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Volumn 16, Issue , 2016, Pages

Nearest neighbor imputation algorithms: A critical evaluation

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; CORONARY ARTERY DISEASE; DIAGNOSTIC IMAGING; HUMAN; SINGLE PHOTON EMISSION COMPUTED TOMOGRAPHY; STATISTICAL ANALYSIS; STATISTICAL MODEL; STATISTICS AND NUMERICAL DATA;

EID: 84982764343     PISSN: None     EISSN: 14726947     Source Type: Journal    
DOI: 10.1186/s12911-016-0318-z     Document Type: Article
Times cited : (473)

References (22)
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    • A Review of Hot Deck Imputation for Survey Non-response
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    • Andridge RR, Little RJ. A Review of Hot Deck Imputation for Survey Non-response. Int Stat Rev. 2010;78:40-64.
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    • Andridge, R.R.1    Little, R.J.2
  • 7
    • 84982713133 scopus 로고    scopus 로고
    • Performance of imputation methods for incomplete datasets
    • Yenduri S, Iyengar SS. Performance of imputation methods for incomplete datasets. Int J Softw Eng Knowl Eng. 2007;1:26.
    • (2007) Int J Softw Eng Knowl Eng , vol.1 , pp. 26
    • Yenduri, S.1    Iyengar, S.S.2
  • 14
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
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    • Breiman, L.1
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    • 20744442569 scopus 로고    scopus 로고
    • Properties of bagged nearest neighbour classifiers
    • Hall P, Samworth RJ. Properties of bagged nearest neighbour classifiers. J R Statist Soc B. 2005;67:363-79.
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    • Hall, P.1    Samworth, R.J.2
  • 17
    • 0141990695 scopus 로고    scopus 로고
    • Theoretical and Empirical Analysis of ReliefF and RReliefF
    • Šikonja MR, Kononenko I. Theoretical and Empirical Analysis of ReliefF and RReliefF. Mach Learn. 2003;53:23-69.
    • (2003) Mach Learn , vol.53 , pp. 23-69
    • Šikonja, M.R.1    Kononenko, I.2
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    • 0035478854 scopus 로고    scopus 로고
    • Random Forests
    • Breiman L. Random Forests. Mach Learn. 2001;45:5-32.
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    • 84977572502 scopus 로고    scopus 로고
    • Multiple Imputation of Missing Data: A Simulation Study on a Binary Response
    • Hardt J, Herke M, Brian T, Laubach W. Multiple Imputation of Missing Data: A Simulation Study on a Binary Response. Open J Stat. 2013;3:370-8.
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    • Hardt, J.1    Herke, M.2    Brian, T.3    Laubach, W.4
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.