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Volumn 28, Issue 2, 2009, Pages 349-359

Transformation-invariant and nonparametric monotone smooth estimation of ROC curves

Author keywords

Confidence band; False positive fraction; Monotone spline

Indexed keywords

ANALYSIS OF VARIANCE; ARTICLE; CONTINUOUS PROCESS; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; DIAGNOSTIC TEST; INTERMETHOD COMPARISON; MATHEMATICAL COMPUTING; NONPARAMETRIC TEST; PARAMETRIC TEST; PERFORMANCE MEASUREMENT SYSTEM; RECEIVER OPERATING CHARACTERISTIC; SENSITIVITY ANALYSIS; STATISTICAL MODEL;

EID: 61749104496     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.3465     Document Type: Article
Times cited : (9)

References (24)
  • 3
    • 0032286859 scopus 로고    scopus 로고
    • Using smoothed receiver operating characteristic curves to summarize and compare diagnostic systems
    • Lloyd CJ. Using smoothed receiver operating characteristic curves to summarize and compare diagnostic systems. Journal of the American Statistical Association 1998; 93:1356-1364.
    • (1998) Journal of the American Statistical Association , vol.93 , pp. 1356-1364
    • Lloyd, C.J.1
  • 4
    • 0000694563 scopus 로고    scopus 로고
    • Kernel estimators of the ROC curve are better than empirical
    • Lloyd CJ, Yong Z. Kernel estimators of the ROC curve are better than empirical. Statistics and Probability Letters 1999; 44:221-228.
    • (1999) Statistics and Probability Letters , vol.44 , pp. 221-228
    • Lloyd, C.J.1    Yong, Z.2
  • 5
    • 24944528353 scopus 로고    scopus 로고
    • Nonparametric confidence intervals for receiver operating characteristic curves
    • Hall P, Hyndman RJ, Fan Y. Nonparametric confidence intervals for receiver operating characteristic curves. Biometrika 2004; 91(3):743-750.
    • (2004) Biometrika , vol.91 , Issue.3 , pp. 743-750
    • Hall, P.1    Hyndman, R.J.2    Fan, Y.3
  • 6
    • 0142087655 scopus 로고    scopus 로고
    • Local linear smoothing of receiver operator characteristic (ROC) curves
    • Peng L, Zhou XH. Local linear smoothing of receiver operator characteristic (ROC) curves. Journal of Statistical Planning and Inference 2004; 118:129-143.
    • (2004) Journal of Statistical Planning and Inference , vol.118 , pp. 129-143
    • Peng, L.1    Zhou, X.H.2
  • 7
    • 4444223558 scopus 로고    scopus 로고
    • A flexible method for estimating the ROC curve
    • Ren H, Zhou XH, Liang H. A flexible method for estimating the ROC curve. Journal of Applied Statistics 2004; 31(7):773-784.
    • (2004) Journal of Applied Statistics , vol.31 , Issue.7 , pp. 773-784
    • Ren, H.1    Zhou, X.H.2    Liang, H.3
  • 9
    • 0030963967 scopus 로고    scopus 로고
    • Smooth non-parametric receiver operating characteristic (ROC) curves for continuous diagnostic tests
    • Zou KH, Hall WJ, Shapiro DE. Smooth non-parametric receiver operating characteristic (ROC) curves for continuous diagnostic tests. Statistics in Medicine 1997; 16:2143-2156.
    • (1997) Statistics in Medicine , vol.16 , pp. 2143-2156
    • Zou, K.H.1    Hall, W.J.2    Shapiro, D.E.3
  • 10
    • 0042342663 scopus 로고    scopus 로고
    • Improved methods for bandwidth selection when estimating ROC curves
    • Hall P, Hyndman RJ. Improved methods for bandwidth selection when estimating ROC curves. Statistics and Probability Letters 2003; 64:181-189.
    • (2003) Statistics and Probability Letters , vol.64 , pp. 181-189
    • Hall, P.1    Hyndman, R.J.2
  • 11
    • 34250263445 scopus 로고
    • Smoothing noisy data with spline functions
    • Craven P, Wahba G. Smoothing noisy data with spline functions. Numerische Mathematik 1979; 31:377-403.
    • (1979) Numerische Mathematik , vol.31 , pp. 377-403
    • Craven, P.1    Wahba, G.2
  • 12
    • 0011106352 scopus 로고
    • A family of nonparametric statistics for comparing diagnostic markers with paired or unpaired data
    • Wieand S, Gail MH, James BR, James KL. A family of nonparametric statistics for comparing diagnostic markers with paired or unpaired data. Biometrika 1989; 76:585-592.
    • (1989) Biometrika , vol.76 , pp. 585-592
    • Wieand, S.1    Gail, M.H.2    James, B.R.3    James, K.L.4
  • 15
    • 2442486641 scopus 로고    scopus 로고
    • Smoothing spline Gaussian regression: More scalable computation via efficient approximation
    • Kim YJ, Gu C. Smoothing spline Gaussian regression: more scalable computation via efficient approximation. Journal of the Royal Statistical Society, Series B 2004; 66:337-356.
    • (2004) Journal of the Royal Statistical Society, Series B , vol.66 , pp. 337-356
    • Kim, Y.J.1    Gu, C.2
  • 16
    • 0001182369 scopus 로고
    • L and generalized cross-validation in ridge regression with application to spline smoothing
    • L and generalized cross-validation in ridge regression with application to spline smoothing. Annals of Statistics 1986; 14:1101-1112.
    • (1986) Annals of Statistics , vol.14 , pp. 1101-1112
    • Li, K.C.1
  • 17
    • 56049121477 scopus 로고    scopus 로고
    • Nonparametric semiparametric group sequential methods for comparing accuracy of diagnostic tests
    • DOI: 10.1111/j.1541-0420.2008.01000.x
    • Tang L, Emerson SS, Zhou XH. Nonparametric semiparametric group sequential methods for comparing accuracy of diagnostic tests. Biometrics 2008; DOI: 10.1111/j.1541-0420.2008.01000.x.
    • (2008) Biometrics
    • Tang, L.1    Emerson, S.S.2    Zhou, X.H.3
  • 18
    • 0000148392 scopus 로고
    • Inequality-constrained multivariate smoothing splines with application to the estimation of posterior probabilities
    • Villalobos M, Wahba G. Inequality-constrained multivariate smoothing splines with application to the estimation of posterior probabilities. Journal of the American Statistical Association 1987; 82:239-248.
    • (1987) Journal of the American Statistical Association , vol.82 , pp. 239-248
    • Villalobos, M.1    Wahba, G.2
  • 19
    • 0001354703 scopus 로고
    • Estimating a smooth monotone regression function
    • Mammen E. Estimating a smooth monotone regression function. Annals of Statistics 1991; 19:724-740.
    • (1991) Annals of Statistics , vol.19 , pp. 724-740
    • Mammen, E.1
  • 20
    • 0035539846 scopus 로고    scopus 로고
    • Nonparametric kernel regression subject to monotonicity constraints
    • Hall P, Huang LS. Nonparametric kernel regression subject to monotonicity constraints. Annals of Statistics 2001; 29(3):624-647.
    • (2001) Annals of Statistics , vol.29 , Issue.3 , pp. 624-647
    • Hall, P.1    Huang, L.S.2
  • 21
    • 38549113694 scopus 로고    scopus 로고
    • Large sample properties of shape restricted regression estimators with smoothness adjustments
    • Pal JK, Woodroofe M. Large sample properties of shape restricted regression estimators with smoothness adjustments. Statistica Sinica 2007; 17:1601-1616.
    • (2007) Statistica Sinica , vol.17 , pp. 1601-1616
    • Pal, J.K.1    Woodroofe, M.2
  • 23
    • 20744436338 scopus 로고    scopus 로고
    • Nonparametric estimation of ROC curves in the absence of a gold standard
    • Zhou XH, Castelluccio P, Zhou C. Nonparametric estimation of ROC curves in the absence of a gold standard. Biometrics 2005; 61:600-609.
    • (2005) Biometrics , vol.61 , pp. 600-609
    • Zhou, X.H.1    Castelluccio, P.2    Zhou, C.3
  • 24
    • 34547659141 scopus 로고    scopus 로고
    • Random effects modeling approaches for estimating ROC curves from repeated ordinal tests without a gold standard
    • Albert P. Random effects modeling approaches for estimating ROC curves from repeated ordinal tests without a gold standard. Biometrics 2007; 63:593-602.
    • (2007) Biometrics , vol.63 , pp. 593-602
    • Albert, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.