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Volumn 11, Issue 2, 2006, Pages 210-229

Bayesian inferences for receiver operating characteristic curves in the absence of a gold standard

Author keywords

Diagnostic test; Markov chain Monte Carlo; Sensitivity; Serology; Specificity

Indexed keywords

BAYESIAN ANALYSIS; CORRELATION; PROBABILITY; SENSITIVITY ANALYSIS; STANDARD (REFERENCE);

EID: 33744792696     PISSN: 10857117     EISSN: None     Source Type: Journal    
DOI: 10.1198/108571106X110883     Document Type: Article
Times cited : (75)

References (21)
  • 1
    • 0033751907 scopus 로고    scopus 로고
    • "On the Problem of ROC Analysis Without Truth: The EM Algorithm and the Information Matrix"
    • Beiden, S. V., Campbell, G., Meier, K. L., and Wagner R. F. (2000), "On the Problem of ROC Analysis Without Truth: The EM Algorithm and the Information Matrix," in Proceedings of SPIE, 3981, pp. 126-134.
    • (2000) Proceedings of SPIE , vol.3981 , pp. 126-134
    • Beiden, S.V.1    Campbell, G.2    Meier, K.L.3    Wagner, R.F.4
  • 5
    • 0023710206 scopus 로고
    • "Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach"
    • Delong, R. E., Delong, M. D., and Clarke-Pearson L. D. (1988), "Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach," Biometrics, 44, 837-845.
    • (1988) Biometrics , vol.44 , pp. 837-845
    • Delong, R.E.1    Delong, M.D.2    Clarke-Pearson, L.D.3
  • 6
    • 0035106431 scopus 로고    scopus 로고
    • "Bayesian Approaches to Modelling the Conditional Dependence Between Multiple Diagnostic Tests"
    • Dendukuri, N., and Joseph, L. (2001), "Bayesian Approaches to Modelling the Conditional Dependence Between Multiple Diagnostic Tests," Biometrics, 57, 158-167.
    • (2001) Biometrics , vol.57 , pp. 158-167
    • Dendukuri, N.1    Joseph, L.2
  • 7
    • 0034732928 scopus 로고    scopus 로고
    • "Estimation of Sensitivity and Specificity of Diagnostic Tests and Disease Prevalence When the True Disease State is Unknown"
    • Enøe, C., Georgiadis, M. P., and Johnson W. O. (2000), "Estimation of Sensitivity and Specificity of Diagnostic Tests and Disease Prevalence When the True Disease State is Unknown," Preventive Veterinary Medicine, 45, 61-81.
    • (2000) Preventive Veterinary Medicine , vol.45 , pp. 61-81
    • Enøe, C.1    Georgiadis, M.P.2    Johnson, W.O.3
  • 10
    • 0141798922 scopus 로고    scopus 로고
    • "Correlation-Adjusted Estimation of Sensitivity and Specificity of Two Diagnostic Tests"
    • Georgiadis, M. P., Johnson, W. O., Gardner, I. A., and Singh R. (2003), "Correlation-Adjusted Estimation of Sensitivity and Specificity of Two Diagnostic Tests," Applied Statistics, 52, 63-76.
    • (2003) Applied Statistics , vol.52 , pp. 63-76
    • Georgiadis, M.P.1    Johnson, W.O.2    Gardner, I.A.3    Singh, R.4
  • 11
    • 0001422224 scopus 로고
    • "Derivative-Free Adaptive Rejection Sampling for Gibbs Sampling"
    • United Kingdom: Oxford University Press
    • Gilks, W. (1992), "Derivative-Free Adaptive Rejection Sampling for Gibbs Sampling," in Bayesian Statistics 4, United Kingdom: Oxford University Press, pp. 641-665.
    • (1992) Bayesian Statistics 4 , pp. 641-665
    • Gilks, W.1
  • 12
    • 0034732869 scopus 로고    scopus 로고
    • "Principles and Practical Application of the Receiver Operating Characteristic Analysis for Diagnostic Tests"
    • Greiner, M., Pfeiffer, D., and Smith, R. D. (2000), "Principles and Practical Application of the Receiver Operating Characteristic Analysis for Diagnostic Tests," Preventive Veterinary Medicine, 45, 23-41.
    • (2000) Preventive Veterinary Medicine , vol.45 , pp. 23-41
    • Greiner, M.1    Pfeiffer, D.2    Smith, R.D.3
  • 13
    • 0004160362 scopus 로고    scopus 로고
    • "Markov chain Monte Carlo Methods Based on 'Slicing' the Density Function"
    • Technical Report 9722, Department of Statistics, University of Toronto
    • Neal, R. M. (1997), "Markov chain Monte Carlo Methods Based on 'Slicing' the Density Function," Technical Report 9722, Department of Statistics, University of Toronto.
    • (1997)
    • Neal, R.M.1
  • 14
    • 0001572796 scopus 로고    scopus 로고
    • "A Regression Modelling Framework for Receiver Operating Characteristic Curves in Medical Diagnostic Testing"
    • Pepe, M. S. (1997), "A Regression Modelling Framework for Receiver Operating Characteristic Curves in Medical Diagnostic Testing," Biometrika, 84, 595-608.
    • (1997) Biometrika , vol.84 , pp. 595-608
    • Pepe, M.S.1
  • 15
    • 0031944140 scopus 로고    scopus 로고
    • "Three Approaches to Regression Analysis of Receiver Operating Characteristic Curves for Continuous Test Results"
    • Pepe, M. S. (1998), "Three Approaches to Regression Analysis of Receiver Operating Characteristic Curves for Continuous Test Results," Biometrics, 54, 124-135.
    • (1998) Biometrics , vol.54 , pp. 124-135
    • Pepe, M.S.1
  • 16
    • 0033933685 scopus 로고    scopus 로고
    • "An Interpretation for the ROC Curve and Inference using GLM Procedure"
    • Pepe, M. S. (2000), "An Interpretation for the ROC Curve and Inference using GLM Procedure," Biometrics, 56, 352-359.
    • (2000) Biometrics , vol.56 , pp. 352-359
    • Pepe, M.S.1
  • 18
    • 33744800726 scopus 로고    scopus 로고
    • The WinBUGS project, WinBUGS verion 1.4. Dept. of Epidemiology and Public Health, Cambridge. Available at: www.mrc-bsu.cam.ac.uk/bugs/winbugs/contents.shtml
    • The WinBUGS project, WinBUGS verion 1.4. Dept. of Epidemiology and Public Health, Cambridge. Available at: www.mrc-bsu.cam.ac.uk/bugs/winbugs/contents.shtml.
  • 19
    • 0000576595 scopus 로고
    • "Markov Chains for Exploring Posterior Distribution"
    • Tierney, L. (1994), "Markov Chains for Exploring Posterior Distribution," The Annals of Statistics, 22, 1701-1786.
    • (1994) The Annals of Statistics , vol.22 , pp. 1701-1786
    • Tierney, L.1
  • 20
    • 0034919280 scopus 로고    scopus 로고
    • "Comparison of Correlated Receiver Operating Characteristic Curves Derived from Repeated Diagnostic Test Data"
    • Zou, K. H. (2001), "Comparison of Correlated Receiver Operating Characteristic Curves Derived from Repeated Diagnostic Test Data," Academic Radiology, 8, 225-233.
    • (2001) Academic Radiology , vol.8 , pp. 225-233
    • Zou, K.H.1
  • 21
    • 0027457620 scopus 로고
    • "Receiver-Operating Characteristic (ROC) Plots: A Fundamental Evaluation Tool in Clinical Medicine"
    • Zweig, M. H., and Campbell, G. (1993), "Receiver-Operating Characteristic (ROC) Plots: A Fundamental Evaluation Tool in Clinical Medicine," Clinical Chemistry, 39, 561-577.
    • (1993) Clinical Chemistry , vol.39 , pp. 561-577
    • Zweig, M.H.1    Campbell, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.