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Volumn 58, Issue 3, 2013, Pages 485-488

Use of areas under the receiver operating curve (AROCs) and some caveats

Author keywords

[No Author keywords available]

Indexed keywords

AREA UNDER THE CURVE; ARTICLE; PUBLIC HEALTH; RECEIVER OPERATING CHARACTERISTIC; RESEARCH; STATISTICS;

EID: 84878693410     PISSN: 16618556     EISSN: 1420911X     Source Type: Journal    
DOI: 10.1007/s00038-012-0401-x     Document Type: Article
Times cited : (4)

References (7)
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    • What you see may not be what you get: A brief, nontechnical introduction to overfitting in regression-type models
    • 15184705 10.1097/01.psy.0000127692.23278.a9
    • Babyak MA (2004) What you see may not be what you get: a brief, nontechnical introduction to overfitting in regression-type models. Psychosom Med 66:411-421
    • (2004) Psychosom Med , vol.66 , pp. 411-421
    • Babyak, M.A.1
  • 2
    • 38849183343 scopus 로고    scopus 로고
    • The need for reorientation toward cost-effective prediction: Comments on 'Evaluating the added predictive ability of a new marker: From area under the ROC curve to reclassification and beyond' by M.J. Pencina et al., statistics in medicine
    • doi: 10.1002/sim.2929
    • Greenland S (2008) The need for reorientation toward cost-effective prediction: comments on 'Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond' by M.J. Pencina et al., statistics in medicine. Stat Med 27:199-206. doi: 10.1002/sim.2929
    • (2008) Stat Med , vol.27 , pp. 199-206
    • Greenland, S.1
  • 3
    • 0030069896 scopus 로고    scopus 로고
    • Multivariable prognostic models: Issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors
    • 8668867 10.1002/(SICI)1097-0258(19960229)15:4<361: AID-SIM168>3.0.CO;2-4
    • Harrell FE, Lee KL, Mark DB (1996) Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med 15:361-387
    • (1996) Stat Med , vol.15 , pp. 361-387
    • Harrell, F.E.1    Lee, K.L.2    Mark, D.B.3
  • 5
    • 3242770671 scopus 로고    scopus 로고
    • Overall C as a measure of discrimination in survival analysis: Model specific population value and confidence interval estimation
    • 15211606 10.1002/sim.1802
    • Pencina MJ, D'Agostino RB (2004) Overall C as a measure of discrimination in survival analysis: model specific population value and confidence interval estimation. Stat Med 23:2109-2123
    • (2004) Stat Med , vol.23 , pp. 2109-2123
    • Pencina, M.J.1    D'agostino, R.B.2
  • 6
    • 38849091997 scopus 로고    scopus 로고
    • Evaluating the added predictive ability of a new marker: From area under the ROC curve to reclassification and beyond
    • 17569110 10.1002/sim.2929
    • Pencina MJ, D'Agostino RB Sr, D'Agostino RB Jr, Vasan RS (2008) Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond. Stat Med 27:157-172
    • (2008) Stat Med , vol.27 , pp. 157-172
    • Pencina, M.J.1    D'agostino, Sr.R.B.2    D'agostino, Jr.R.B.3    Vasan, R.S.4
  • 7
    • 77956855172 scopus 로고    scopus 로고
    • Prediction models for incident Type 2 diabetes mellitus in the older population: KORA S4/F4 cohort study
    • 20854378 10.1111/j.1464-5491.2010.03065.x 1:CAS:528:DC%2BC3cXhsVagtb7O
    • Rathmann W, Kowall B, Heier M et al (2010) Prediction models for incident Type 2 diabetes mellitus in the older population: KORA S4/F4 cohort study. Diabet Med 27:1116-1123
    • (2010) Diabet Med , vol.27 , pp. 1116-1123
    • Rathmann, W.1    Kowall, B.2    Heier, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.