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Volumn 28, Issue 4, 2000, Pages 731-750

A general class of hierarchical ordinal regression models with applications to correlated ROC analysis

Author keywords

Bayesian hierarchical model; Gibbs sampling; HROC model; Ordinal categorical data; Ordinal regression; ROC curve

Indexed keywords


EID: 0034557373     PISSN: 03195724     EISSN: None     Source Type: Journal    
DOI: 10.2307/3315913     Document Type: Article
Times cited : (73)

References (31)
  • 2
    • 0000517212 scopus 로고
    • Bayesian residual analysis for binary response regression models
    • J. H. Albert & S. Chib (1995). Bayesian residual analysis for binary response regression models. Biometrika, 82, 747-759.
    • (1995) Biometrika , vol.82 , pp. 747-759
    • Albert, J.H.1    Chib, S.2
  • 3
    • 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
    • C. A. Beam (1995). Random-effects models in the receiver operating characteristic curve-based assessment of the effectiveness of diagnostic imaging technology: concepts, approaches and issues. Academic Radiology, 2 Supplement, S5-S13.
    • (1995) Academic Radiology , vol.2 , Issue.SUPPL.
    • Beam, C.A.1
  • 4
    • 0030064443 scopus 로고    scopus 로고
    • Variability in the interpretation of screening mammograms by US radiologists
    • C. A. Beam, P. M. Layde & D. C. Sullivan (1996). Variability in the interpretation of screening mammograms by US radiologists. Archives of Internal Medicine, 156, 209-213.
    • (1996) Archives of Internal Medicine , vol.156 , pp. 209-213
    • Beam, C.A.1    Layde, P.M.2    Sullivan, D.C.3
  • 5
    • 0000911137 scopus 로고    scopus 로고
    • Analysis of multivariate probit models
    • S. Chib & E. Greenberg (1998). Analysis of multivariate probit models. Biometrika, 85, 347-361.
    • (1998) Biometrika , vol.85 , pp. 347-361
    • Chib, S.1    Greenberg, E.2
  • 6
    • 21344474305 scopus 로고    scopus 로고
    • Accelerating Monte Carlo Markov chain convergence for cumulative-link generalized linear models
    • M. K. Cowles (1996). Accelerating Monte Carlo Markov chain convergence for cumulative-link generalized linear models. Statistics and Computing, 6, 101-111.
    • (1996) Statistics and Computing , vol.6 , pp. 101-111
    • Cowles, M.K.1
  • 7
    • 0002276548 scopus 로고    scopus 로고
    • Bayesian Tobit modeling of longitudinal ordinal clinical trial compliance data with nonignorable missingness
    • M. K. Cowles, B. P. Carlin & J. E. Connett (1996). Bayesian Tobit modeling of longitudinal ordinal clinical trial compliance data with nonignorable missingness. Journal of the American Statistical Association, 91, 86-98.
    • (1996) Journal of the American Statistical Association , vol.91 , pp. 86-98
    • Cowles, M.K.1    Carlin, B.P.2    Connett, J.E.3
  • 9
    • 0023710206 scopus 로고
    • Comparing the areas under two or more correlated receiver operating characteristic curves: A nonparametric approach
    • E. R. DeLong, D. M. DeLong & D. L. Clarke-Pearson (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, E.R.1    DeLong, D.M.2    Clarke-Pearson, D.L.3
  • 11
    • 0029257734 scopus 로고
    • Random-effects models for diagnostic accuracy data
    • C. A. Gatsonis (1995). Random-effects models for diagnostic accuracy data. Academic Radiology, 2 Supplement, S14-S21.
    • (1995) Academic Radiology , vol.2 , Issue.SUPPL.
    • Gatsonis, C.A.1
  • 12
    • 0001878857 scopus 로고
    • Efficient simulation from the multivariate normal and student-t distributions subject to linear constraints
    • E. M. Keramidas and S. M. Kaufman, eds.
    • J. Geweke (1991). Efficient simulation from the multivariate normal and student-t distributions subject to linear constraints. In Computing Science and Statistics, Volume 23, Proceedings of the 23rd Symposium on the Interface (E. M. Keramidas and S. M. Kaufman, eds.), 571-578.
    • (1991) Computing Science and Statistics, Volume 23, Proceedings of the 23rd Symposium on the Interface , vol.23 , pp. 571-578
    • Geweke, J.1
  • 13
    • 0020083498 scopus 로고
    • The meaning and use of the area under a receiver operating characteristic (ROC) curve
    • J. A. Hanley & B. J. McNeil (1982). The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology, 143, 29-36.
    • (1982) Radiology , vol.143 , pp. 29-36
    • Hanley, J.A.1    McNeil, B.J.2
  • 14
    • 0021603770 scopus 로고
    • A mixed-model procedure for analyzing ordered categorical data
    • D. A. Harville & R. W. Mee (1984). A mixed-model procedure for analyzing ordered categorical data. Biometrics, 40, 393-408.
    • (1984) Biometrics , vol.40 , pp. 393-408
    • Harville, D.A.1    Mee, R.W.2
  • 16
    • 0002799653 scopus 로고    scopus 로고
    • On Bayesian analysis of multirater ordinal data: An application to automated essay grading
    • V. E. Johnson (1996). On Bayesian analysis of multirater ordinal data: an application to automated essay grading. Journal of the American Statistical Association, 91, 42-51.
    • (1996) Journal of the American Statistical Association , vol.91 , pp. 42-51
    • Johnson, V.E.1
  • 19
    • 0030514309 scopus 로고    scopus 로고
    • Reparameterizing the generalized linear model to accelerate Gibbs sampler convergence
    • B. Nandram & M-H. Chen (1996). Reparameterizing the generalized linear model to accelerate Gibbs sampler convergence. Journal of Statistical Computation and Simulation, 54, 129-144,
    • (1996) Journal of Statistical Computation and Simulation , vol.54 , pp. 129-144
    • Nandram, B.1    Chen, M.-H.2
  • 20
    • 0029257706 scopus 로고
    • Multi-reader multi-modality ROC studies: Hypothesis testing and sample size estimation using an ANOVA approach with dependent observations
    • N. Obuchowski (1995). Multi-reader multi-modality ROC studies: hypothesis testing and sample size estimation using an ANOVA approach with dependent observations. Academic Radiology, 2 Supplement, S22-S29.
    • (1995) Academic Radiology , vol.2 , Issue.SUPPL.
    • Obuchowski, N.1
  • 21
    • 0001572796 scopus 로고    scopus 로고
    • A regression modelling framework for receiver operating characteristic curves in medical diagnostic testing
    • M. S. Pepe (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
  • 22
    • 0026564801 scopus 로고
    • The use of continuous and discrete confidence judgments in receiver operating characteristic studies of diagnostic imaging techniques
    • H. E. Rockette, D. Gur & C. E. Metz (1992). The use of continuous and discrete confidence judgments in receiver operating characteristic studies of diagnostic imaging techniques. Statistics in Radiology, 27, 169-172.
    • (1992) Statistics in Radiology , vol.27 , pp. 169-172
    • Rockette, H.E.1    Gur, D.2    Metz, C.E.3
  • 23
    • 0001158847 scopus 로고
    • Analysis of repeated ordered categorical outcomes with possibly missing observations and time-dependent covariates
    • D. O. Stram, L. J. Wei & J. H. Ware (1988). Analysis of repeated ordered categorical outcomes with possibly missing observations and time-dependent covariates. Journal of the American Statistical Association, 83, 631-637.
    • (1988) Journal of the American Statistical Association , vol.83 , pp. 631-637
    • Stram, D.O.1    Wei, L.J.2    Ware, J.H.3
  • 25
    • 0024385165 scopus 로고
    • On the statistical analysis of ROC curves
    • M. L. Thompson & W. Zucchini (1989). On the statistical analysis of ROC curves. Statistics in Medicine, 8, 1277-1290.
    • (1989) Statistics in Medicine , vol.8 , pp. 1277-1290
    • Thompson, M.L.1    Zucchini, W.2
  • 27
    • 0029257767 scopus 로고
    • Regression analysis of correlated receiver operating characteristic data
    • A. T. Toledano & C. A. Gatsonis (1995). Regression analysis of correlated receiver operating characteristic data. Academic Radiology, 2 (Supplement 1), 14-21.
    • (1995) Academic Radiology , vol.2 , Issue.SUPPL. 1 , pp. 14-21
    • Toledano, A.T.1    Gatsonis, C.A.2
  • 28
    • 0023769482 scopus 로고
    • A general regression methodology for ROC curve estimation
    • A. N. Tosteson & C. B. Begg (1988). A general regression methodology for ROC curve estimation. Medical Decision Making, 8, 204-215.
    • (1988) Medical Decision Making , vol.8 , pp. 204-215
    • Tosteson, A.N.1    Begg, C.B.2
  • 29
    • 21144474819 scopus 로고
    • Statistical modeling of expert ratings on medical treatment appropriateness
    • J. S. Uebersax (1993). Statistical modeling of expert ratings on medical treatment appropriateness. Journal of the American Statistical Association, 88, 421-427.
    • (1993) Journal of the American Statistical Association , vol.88 , pp. 421-427
    • Uebersax, J.S.1
  • 30
    • 0027440317 scopus 로고
    • A latent trait finite mixture model for the analysis of rating agreement
    • J. S. Uebersax & W. M. Grove (1993). A latent trait finite mixture model for the analysis of rating agreement. Biometrics, 49, 823-835.
    • (1993) Biometrics , vol.49 , pp. 823-835
    • Uebersax, J.S.1    Grove, W.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.