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Volumn 7, Issue 5, 2000, Pages 341-349

Components-of-variance models and multiple-bootstrap experiments: An alternative method for random-effects, receiver operating characteristic analysis

Author keywords

Bootstrap; Components of variance; Random effects; Receiver operating characteristic (ROC) analysis

Indexed keywords

ARTICLE; MULTIVARIATE ANALYSIS; PRIORITY JOURNAL; RECEIVER OPERATING CHARACTERISTIC; STATISTICAL MODEL; VARIANCE;

EID: 0034028155     PISSN: 10766332     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1076-6332(00)80008-2     Document Type: Article
Times cited : (113)

References (26)
  • 1
    • 0022470978 scopus 로고
    • ROC methodology in radiologic imaging
    • Metz CE. ROC methodology in radiologic imaging. Invest Radiol 1986; 21:720-733.
    • (1986) Invest Radiol , vol.21 , pp. 720-733
    • Metz, C.E.1
  • 2
    • 0024511244 scopus 로고
    • Some practical issues of experimental design and data analysis in radiological ROC studies
    • Metz CE. Some practical issues of experimental design and data analysis in radiological ROC studies. Invest Radiol 1989; 24:234-245.
    • (1989) Invest Radiol , vol.24 , pp. 234-245
    • Metz, C.E.1
  • 3
    • 0026664983 scopus 로고
    • Receiver operating characteristic rating analysis: Generalization to the population of readers and patients with the jackknife method
    • Dorfman DD, Berbaum KS, Metz CE. Receiver operating characteristic rating analysis: generalization to the population of readers and patients with the jackknife method. Invest Radiol 1992; 27:723-731.
    • (1992) Invest Radiol , vol.27 , pp. 723-731
    • Dorfman, D.D.1    Berbaum, K.S.2    Metz, C.E.3
  • 4
    • 0002200281 scopus 로고
    • Advances in statistical methods for diagnostic radiology: A symposium
    • Gatsonis CA, Begg CB, Wieand S. Advances in statistical methods for diagnostic radiology: a symposium. Acad Radiol 1995; 2(suppl 1):S1-S3.
    • (1995) Acad Radiol , vol.2 , Issue.SUPPL. 1
    • Gatsonis, C.A.1    Begg, C.B.2    Wieand, S.3
  • 5
    • 0029257831 scopus 로고
    • Random-effects models in the receiver operating characteristic curve-based assessment of the effectiveness of diagnostic imaging technology: Concepts, approaches, and issues
    • Beam CA. Random-effects models in the receiver operating characteristic curve-based assessment of the effectiveness of diagnostic imaging technology: concepts, approaches, and issues. Acad Radiol 1995; 2(suppl 1):S4-S13.
    • (1995) Acad Radiol , vol.2 , Issue.SUPPL. 1
    • Beam, C.A.1
  • 6
    • 0029257734 scopus 로고
    • Random-effects models for diagnostic accuracy data
    • Gatsonis CA. Random-effects models for diagnostic accuracy data. Acad Radiol 1995; 2(suppl 1):S14-S21.
    • (1995) Acad Radiol , vol.2 , Issue.SUPPL. 1
    • Gatsonis, C.A.1
  • 7
    • 0029257706 scopus 로고
    • Multireader, multimodality receiver operating characteristic curve studies: Hypothesis testing and sample size estimation using an analysis of variance approach with dependent observations
    • Obuchowski NA. Multireader, multimodality receiver operating characteristic curve studies: hypothesis testing and sample size estimation using an analysis of variance approach with dependent observations. Acad Radiol 1995; 2(suppl 1):S22-S29.
    • (1995) Acad Radiol , vol.2 , Issue.SUPPL. 1
    • Obuchowski, N.A.1
  • 8
    • 0029257767 scopus 로고
    • Regression analysis of correlated receiver operating characteristic data
    • Toledano A, Gatsonis CA. Regression analysis of correlated receiver operating characteristic data. Acad Radiol 1995; 2(suppl 1):S30-S36.
    • (1995) Acad Radiol , vol.2 , Issue.SUPPL. 1
    • Toledano, A.1    Gatsonis, C.A.2
  • 9
    • 0029740924 scopus 로고    scopus 로고
    • Ordinal regression methodology for ROC curves derived from correlated data
    • Toledano A, Gatsonis C. Ordinal regression methodology for ROC curves derived from correlated data. Stat Med 1996; 15:1807-1826.
    • (1996) Stat Med , vol.15 , pp. 1807-1826
    • Toledano, A.1    Gatsonis, C.2
  • 10
    • 0029329442 scopus 로고
    • Multireader, multicase receiver operating characteristic methodology: A bootstrap analysis
    • Dorfman DD, Berbaum KS, Lenth RV. Multireader, multicase receiver operating characteristic methodology: a bootstrap analysis. Acad Radiol 1995; 2:626-633.
    • (1995) Acad Radiol , vol.2 , pp. 626-633
    • Dorfman, D.D.1    Berbaum, K.S.2    Lenth, R.V.3
  • 12
    • 85031643912 scopus 로고    scopus 로고
    • Web address for University of Iowa MRMC software
    • Web address for University of Iowa MRMC software: ftp://perception .radiology.uiowa.edu/PUBLIC.
  • 13
    • 85031642142 scopus 로고    scopus 로고
    • Web address for University of Chicago LABMRMC software
    • Web address for University of Chicago LABMRMC software: http://www .radiology.uchicago.edu/krl/toppage 11.htm#software.
  • 14
    • 0031202740 scopus 로고    scopus 로고
    • Variance-component modeling in the analysis of receiver operating characteristic index estimates
    • Roe CA, Metz CE. Variance-component modeling in the analysis of receiver operating characteristic index estimates. Acad Radiol 1997; 4: 587-600.
    • (1997) Acad Radiol , vol.4 , pp. 587-600
    • Roe, C.A.1    Metz, C.E.2
  • 15
    • 0003147836 scopus 로고
    • Statistical analysis of ROC data in evaluating diagnostic performance
    • Herbert DE, Myers RH, eds. New York, NY: American Institute of Physics/American Association of Physicists in Medicine
    • Metz CE. Statistical analysis of ROC data in evaluating diagnostic performance. In: Herbert DE, Myers RH, eds. Multiple regression analysis: applications in the health sciences. New York, NY: American Institute of Physics/American Association of Physicists in Medicine, 1986; 365-384.
    • (1986) Multiple Regression Analysis: Applications in the Health Sciences , pp. 365-384
    • Metz, C.E.1
  • 16
    • 0029824432 scopus 로고    scopus 로고
    • A receiver operating characteristic partial area index for highly sensitive diagnostic tests
    • Jiang Y, Metz CE, Nishikawa RM. A receiver operating characteristic partial area index for highly sensitive diagnostic tests. Radiology 1996; 201:745-750.
    • (1996) Radiology , vol.201 , pp. 745-750
    • Jiang, Y.1    Metz, C.E.2    Nishikawa, R.M.3
  • 17
    • 0031111487 scopus 로고    scopus 로고
    • Dorfman-Berbaum-Metz method for statistical analysis of multireader, multimodality receiver operating characteristic data: Validation with computer simulation
    • Roe CA, Metz CE. Dorfman-Berbaum-Metz method for statistical analysis of multireader, multimodality receiver operating characteristic data: validation with computer simulation. Acad Radiol 1997; 4:298-303.
    • (1997) Acad Radiol , vol.4 , pp. 298-303
    • Roe, C.A.1    Metz, C.E.2
  • 20
    • 0023710206 scopus 로고
    • Comparing the areas under two or more correlated receiver operating characteristic curves: A nonparametric approach
    • DeLong ER, DeLong DM, Clarke-Pearson DL. Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 1988; 44:837-845.
    • (1988) Biometrics , vol.44 , pp. 837-845
    • Delong, E.R.1    Delong, D.M.2    Clarke-Pearson, D.L.3
  • 21
    • 0026698902 scopus 로고
    • Evaluation of a digital workstation for interpreting neonatal examinations: A receiver operating characteristic study
    • Franken EA Jr, Berbaum KS, Marley SM, et al. Evaluation of a digital workstation for interpreting neonatal examinations: a receiver operating characteristic study. Invest Radiol 1992; 27:732-737.
    • (1992) Invest Radiol , vol.27 , pp. 732-737
    • Franken E.A., Jr.1    Berbaum, K.S.2    Marley, S.M.3
  • 23
    • 0031742873 scopus 로고    scopus 로고
    • Sample size calculations in studies of test accuracy
    • Obuchowski NA. Sample size calculations in studies of test accuracy. Stat Methods Med Res 1998; 7:371-392.
    • (1998) Stat Methods Med Res , vol.7 , pp. 371-392
    • Obuchowski, N.A.1
  • 24
    • 0033277508 scopus 로고    scopus 로고
    • Empiric assessment of parameters that affect the design of multireader receiver operating characteristic studies
    • Rockette HE, Campbell WL, Britton CA, Holbert JM, King JL, Gur D. Empiric assessment of parameters that affect the design of multireader receiver operating characteristic studies. Acad Radiol 1999; 6:723-729.
    • (1999) Acad Radiol , vol.6 , pp. 723-729
    • Rockette, H.E.1    Campbell, W.L.2    Britton, C.A.3    Holbert, J.M.4    King, J.L.5    Gur, D.6
  • 25
    • 0032593476 scopus 로고    scopus 로고
    • Monte Carlo validation of a multireader method for receiver operating characteristic discrete rating data: Split plot experimental design
    • Dorfman DD, Berbaum KS, Lenth RV, Chen YF. Monte Carlo validation of a multireader method for receiver operating characteristic discrete rating data: split plot experimental design. Proc SPIE 1999; 3663:91-99.
    • (1999) Proc SPIE , vol.3663 , pp. 91-99
    • Dorfman, D.D.1    Berbaum, K.S.2    Lenth, R.V.3    Chen, Y.F.4
  • 26
    • 0031752721 scopus 로고    scopus 로고
    • Monte Carlo validation of a multireader method for receiver operating characteristic discrete rating data: Factorial experimental design
    • Dorfman DD, Berbaum KS, Lenth RV, Chen YF, Donaghy BA. Monte Carlo validation of a multireader method for receiver operating characteristic discrete rating data: factorial experimental design. Acad Radiol 1998;5:591-602.
    • (1998) Acad Radiol , vol.5 , pp. 591-602
    • Dorfman, D.D.1    Berbaum, K.S.2    Lenth, R.V.3    Chen, Y.F.4    Donaghy, B.A.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.