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Volumn 41, Issue 2, 2015, Pages 348-350

Multiple imputation: a mature approach to dealing with missing data

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ANALYTICAL ERROR; CONFIDENCE INTERVAL; DATA ANALYSIS; DATA ANALYSIS SOFTWARE; EDITORIAL; INTENSIVE CARE UNIT; LOGISTIC REGRESSION ANALYSIS; MEDICAL LITERATURE; MULTIPLE IMPUTATION METHOD; NORMAL DISTRIBUTION; PROPORTIONAL HAZARDS MODEL; STATISTICAL ANALYSIS; STATISTICAL SIGNIFICANCE; UNCERTAINTY; HUMAN; METHODOLOGY; STATISTICAL BIAS;

EID: 84922269094     PISSN: 03424642     EISSN: 14321238     Source Type: Journal    
DOI: 10.1007/s00134-014-3624-x     Document Type: Editorial
Times cited : (29)

References (14)
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    • Eekhout I, de Boer RM, Twisk JW, de Vet HC, Heymans MW (2012) Missing data: a systematic review of how they are reported and handled. Epidemiology 23(5):729–732
    • (2012) Epidemiology , vol.23 , Issue.5 , pp. 729-732
    • Eekhout, I.1    de Boer, R.M.2    Twisk, J.W.3    de Vet, H.C.4    Heymans, M.W.5
  • 3
  • 4
    • 0017133178 scopus 로고
    • Inference and missing data
    • Rubin DB (1976) Inference and missing data. Biometrika 63:581–592
    • (1976) Biometrika , vol.63 , pp. 581-592
    • Rubin, D.B.1
  • 6
    • 0037203136 scopus 로고    scopus 로고
    • Use of the mean, hot deck and multiple imputation techniques to predict outcome in intensive care unit patients in Colombia
    • PID: 12483773
    • Pérez A, Dennis RJ, Gil JF, Rondón MA, López A (2002) Use of the mean, hot deck and multiple imputation techniques to predict outcome in intensive care unit patients in Colombia. Stat Med 21(24):3885–3896
    • (2002) Stat Med , vol.21 , Issue.24 , pp. 3885-3896
    • Pérez, A.1    Dennis, R.J.2    Gil, J.F.3    Rondón, M.A.4    López, A.5
  • 8
    • 84922210356 scopus 로고    scopus 로고
    • Boca Raton. ISBN 9781439868249
    • van Buuren S. Flexible imputation of missing data. Chapman & Hall/CRC, 2012, Boca Raton. ISBN 9781439868249. CRC Press
    • (2012) CRC Press
  • 10
    • 0033616909 scopus 로고    scopus 로고
    • Multiple imputation of missing blood pressure covariates in survival analysis
    • PID: 10204197
    • van Buuren S, Boshuizen HC, Knook DL (1999) Multiple imputation of missing blood pressure covariates in survival analysis. Stat Med 18:681–694
    • (1999) Stat Med , vol.18 , pp. 681-694
    • van Buuren, S.1    Boshuizen, H.C.2    Knook, D.L.3
  • 11
    • 84922235873 scopus 로고    scopus 로고
    • Schaffer JL (2008) Software for multiple imputation. Accessed 28 Dec 2014
    • Schaffer JL (2008) Software for multiple imputation. http://www.stat.psu.edu/~jls/misoftwa.html. Accessed 28 Dec 2014
  • 12
    • 78651256743 scopus 로고    scopus 로고
    • Multiple imputation using chained equations: issues and guidance for practice
    • PID: 21225900
    • White I, Royston P, Wood AM (2011) Multiple imputation using chained equations: issues and guidance for practice. Stat Med 30(4):377–399
    • (2011) Stat Med , vol.30 , Issue.4 , pp. 377-399
    • White, I.1    Royston, P.2    Wood, A.M.3
  • 14
    • 34347398256 scopus 로고    scopus 로고
    • Sensitivity analysis after multiple imputation under missing at random: a weighting approach
    • PID: 17621471
    • Carpenter JR, Kenward MG, White IR (2007) Sensitivity analysis after multiple imputation under missing at random: a weighting approach. Stat Methods Med Res 16(3):259–275
    • (2007) Stat Methods Med Res , vol.16 , Issue.3 , pp. 259-275
    • Carpenter, J.R.1    Kenward, M.G.2    White, I.R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.