메뉴 건너뛰기




Volumn 21, Issue 4, 2011, Pages 483-499

ROC curve and covariates: Extending induced methodology to the non-parametric framework

Author keywords

Anthropometric measures; Bootstrap; Cardiovascular risk factors; Non parametric regression; ROC curve

Indexed keywords


EID: 80051474530     PISSN: 09603174     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11222-010-9184-1     Document Type: Article
Times cited : (35)

References (44)
  • 1
    • 2942678503 scopus 로고    scopus 로고
    • Distribution-free ROC analysis using binary regression techniques
    • Alonzo, T. A., Pepe, M. S.: Distribution-free ROC analysis using binary regression techniques. Biostatistics 3, 421-432 (2002).
    • (2002) Biostatistics , vol.3 , pp. 421-432
    • Alonzo, T.A.1    Pepe, M.S.2
  • 2
    • 4444311814 scopus 로고    scopus 로고
    • Semi-parametric ROC regression analysis with placement values
    • Cai, T.: Semi-parametric ROC regression analysis with placement values. Biostatistics 5, 45-60 (2004).
    • (2004) Biostatistics , vol.5 , pp. 45-60
    • Cai, T.1
  • 3
    • 0036969969 scopus 로고    scopus 로고
    • Semiparametric receiver operating characteristic analysis to evaluate biomarkers for disease
    • Cai, T., Pepe, M. S.: Semiparametric receiver operating characteristic analysis to evaluate biomarkers for disease. J. Am. Stat. Assoc. 97, 1099-1107 (2002).
    • (2002) J. Am. Stat. Assoc. , vol.97 , pp. 1099-1107
    • Cai, T.1    Pepe, M.S.2
  • 8
    • 25444532788 scopus 로고    scopus 로고
    • Flexible smoothing with B-splines and penalties
    • Eilers, P. H. C., Marx, B. D.: Flexible smoothing with B-splines and penalties. Stat. Sci. 11, 89-121 (1996).
    • (1996) Stat. Sci. , vol.11 , pp. 89-121
    • Eilers, P.H.C.1    Marx, B.D.2
  • 10
    • 84952210128 scopus 로고
    • Fast implementation of non-parametric curve estimators
    • Fan, J., Marron, J. S.: Fast implementation of non-parametric curve estimators. J. Comput. Graph. Stat. 3, 35-56 (1994).
    • (1994) J. Comput. Graph. Stat. , vol.3 , pp. 35-56
    • Fan, J.1    Marron, J.S.2
  • 11
    • 0000871211 scopus 로고    scopus 로고
    • Efficient estimation of conditional variance functions in stochastic regression
    • Fan, J., Yao, Q.: Efficient estimation of conditional variance functions in stochastic regression. Biometrika 85, 645-660 (1998).
    • (1998) Biometrika , vol.85 , pp. 645-660
    • Fan, J.1    Yao, Q.2
  • 12
    • 0142074243 scopus 로고    scopus 로고
    • Adjusting receiver operating characteristic curves and related indices for covariates
    • Faraggi, D.: Adjusting receiver operating characteristic curves and related indices for covariates. Statistician 52, 179-192 (2003).
    • (2003) Statistician , vol.52 , pp. 179-192
    • Faraggi, D.1
  • 13
    • 77958023014 scopus 로고    scopus 로고
    • ROC curves in nonparametric location-scale regression models
    • doi:10.1111/j.1467-9469.2010.00693x
    • González-Manteiga, W., Pardo Fernández, J. C., van Keilegom, I.: ROC curves in nonparametric location-scale regression models. Scand. J. Stat. (2010). doi: 10. 1111/j. 1467-9469. 2010. 00693x.
    • (2010) Scand. J. Stat.
    • González-Manteiga, W.1    Pardo Fernández, J.C.2    van Keilegom, I.3
  • 14
  • 16
    • 0030548462 scopus 로고    scopus 로고
    • Nonparametric and semiparametric estimation of the receiver operating characteristic curve
    • Hsieh, F., Turnbull, B. W.: Nonparametric and semiparametric estimation of the receiver operating characteristic curve. Ann. Stat. 24, 24-40 (1996).
    • (1996) Ann. Stat. , vol.24 , pp. 24-40
    • Hsieh, F.1    Turnbull, B.W.2
  • 17
    • 4143135494 scopus 로고    scopus 로고
    • Plasma insulin and cardiovascular mortality in non-diabetic European men and women: a meta-analysis of data from eleven prospective studies. The DECODE Insulin Study Group
    • Hu, G., Qiao, Q., Tuomilehto, J., Eliasson, M., Feskens, E. J., Pyörälä, K.: Plasma insulin and cardiovascular mortality in non-diabetic European men and women: a meta-analysis of data from eleven prospective studies. The DECODE Insulin Study Group. Diabetologia 47, 1245-1256 (2004).
    • (2004) Diabetologia , vol.47 , pp. 1245-1256
    • Hu, G.1    Qiao, Q.2    Tuomilehto, J.3    Eliasson, M.4    Feskens, E.J.5    Pyörälä, K.6
  • 19
    • 66249139548 scopus 로고    scopus 로고
    • Adjusting for covariate effects on classification accuracy using the covariate-adjusted ROC curve
    • Janes, H., Pepe, M. S.: Adjusting for covariate effects on classification accuracy using the covariate-adjusted ROC curve. Biometrika 96, 371-382 (2009).
    • (2009) Biometrika , vol.96 , pp. 371-382
    • Janes, H.1    Pepe, M.S.2
  • 21
    • 0032286859 scopus 로고    scopus 로고
    • Using smooth receiver operating characteristic curves to summarize and compare diagnostic systems
    • Lloyd, C. J.: Using smooth receiver operating characteristic curves to summarize and compare diagnostic systems. J. Am. Stat. Assoc. 93, 1356-1364 (1998).
    • (1998) J. Am. Stat. Assoc. , vol.93 , pp. 1356-1364
    • Lloyd, C.J.1
  • 22
    • 38149058162 scopus 로고    scopus 로고
    • Nonparametric estimation of conditional ROC curves: application to discrimination tasks in computerized detection of early breast cancer
    • López-de-Ullibarri, I., Cao, R., Cadarso-Suárez, C., Lado, M. J.: Nonparametric estimation of conditional ROC curves: application to discrimination tasks in computerized detection of early breast cancer. Comput. Stat. Data Anal. 52, 2623-2631 (2008).
    • (2008) Comput. Stat. Data Anal. , vol.52 , pp. 2623-2631
    • López-de-Ullibarri, I.1    Cao, R.2    Cadarso-Suárez, C.3    Lado, M.J.4
  • 23
    • 0036713833 scopus 로고    scopus 로고
    • Combining several screening test: optimality of the risk score
    • MacIntosh, M. W., Pepe, M. S.: Combining several screening test: optimality of the risk score. Biometrics 58, 657-664 (2002).
    • (2002) Biometrics , vol.58 , pp. 657-664
    • Macintosh, M.W.1    Pepe, M.S.2
  • 24
    • 0018079655 scopus 로고
    • Basic principles of ROC analysis
    • Metz, C. E.: Basic principles of ROC analysis. Semin. Nucl. Med. 8, 183-298 (1978).
    • (1978) Semin. Nucl. Med. , vol.8 , pp. 183-298
    • Metz, C.E.1
  • 25
    • 4444293726 scopus 로고    scopus 로고
    • Detection of cardiovascular risk factors by anthropometric measures in Tehranian adults: receiver operating characteristic (ROC) curve analysis
    • Mirmiran, P., Esmaillzadeh, A., Azizi, F.: Detection of cardiovascular risk factors by anthropometric measures in Tehranian adults: receiver operating characteristic (ROC) curve analysis. Eur. J. Clin. Nutr. 58, 1110-1118 (2004).
    • (2004) Eur. J. Clin. Nutr. , vol.58 , pp. 1110-1118
    • Mirmiran, P.1    Esmaillzadeh, A.2    Azizi, F.3
  • 26
    • 0000570382 scopus 로고
    • On estimating regression
    • Nadaraya, E. A.: On estimating regression. Theory Probab. Appl. 9, 141-142 (1964).
    • (1964) Theory Probab. Appl. , vol.9 , pp. 141-142
    • Nadaraya, E.A.1
  • 28
    • 0142087655 scopus 로고    scopus 로고
    • Local linear smoothing of receiver operating characteristic (ROC) curves
    • Peng, L., Zhou, X. H.: Local linear smoothing of receiver operating characteristic (ROC) curves. J. Stat. Plan. Inference 118, 129-143 (2004).
    • (2004) J. Stat. Plan. Inference , vol.118 , pp. 129-143
    • Peng, L.1    Zhou, X.H.2
  • 29
    • 0031944140 scopus 로고    scopus 로고
    • Three approaches to regression analysis of receiver operating characteristic curves for continuous test results
    • Pepe, M. S.: Three approaches to regression analysis of receiver operating characteristic curves for continuous test results. Biometrics 54, 124-135 (1998).
    • (1998) Biometrics , vol.54 , pp. 124-135
    • Pepe, M.S.1
  • 31
    • 4444223558 scopus 로고    scopus 로고
    • A flexible method for estimating the ROC curve
    • Ren, H., Zhou, X. H., Liang, H.: A flexible method for estimating the ROC curve. J. Appl. Stat. 31, 773-784 (2004).
    • (2004) J. Appl. Stat. , vol.31 , pp. 773-784
    • Ren, H.1    Zhou, X.H.2    Liang, H.3
  • 32
    • 0031199387 scopus 로고    scopus 로고
    • Local polinomial variance function estimation
    • Ruppert, D., Wand, M. P., Holst, U., Hössjer, O.: Local polinomial variance function estimation. Technometrics 39, 262-273 (1997).
    • (1997) Technometrics , vol.39 , pp. 262-273
    • Ruppert, D.1    Wand, M.P.2    Holst, U.3    Hössjer, O.4
  • 33
    • 7744221228 scopus 로고    scopus 로고
    • Adjusting the generalized ROC curve for covariates
    • Schisterman, E. F., Faraggi, D., Reiser, B.: Adjusting the generalized ROC curve for covariates. Stat. Med. 23, 3319-3331 (2004).
    • (2004) Stat. Med. , vol.23 , pp. 3319-3331
    • Schisterman, E.F.1    Faraggi, D.2    Reiser, B.3
  • 34
    • 21344498330 scopus 로고
    • Linear combinations of multiple diagnostic markers
    • Su, J. Q., Liu, J. S.: Linear combinations of multiple diagnostic markers. J. Am. Stat. Assoc. 88, 1350-1355 (1993).
    • (1993) J. Am. Stat. Assoc. , vol.88 , pp. 1350-1355
    • Su, J.Q.1    Liu, J.S.2
  • 37
    • 0023769482 scopus 로고
    • A general regression methodology for ROC curve estimation
    • Tosteson, A. N., Begg, C. B.: A general regression methodology for ROC curve estimation. Med. Decis. Mak. 8, 204-215 (1988).
    • (1988) Med. Decis. Mak. , vol.8 , pp. 204-215
    • Tosteson, A.N.1    Begg, C.B.2
  • 39
    • 0001762424 scopus 로고
    • Smooth regression analysis
    • Watson, G. S.: Smooth regression analysis. Sankhyā, Ser. A 26, 359-372 (1964).
    • (1964) Sankhyā, Ser. A , vol.26 , pp. 359-372
    • Watson, G.S.1
  • 40
    • 15044343416 scopus 로고    scopus 로고
    • Semiparametric estimation of time-dependent ROC curves for longitudinal marker data
    • Zheng, Y., Heagerty, P. J.: Semiparametric estimation of time-dependent ROC curves for longitudinal marker data. Biostatistics 4, 615-632 (2004).
    • (2004) Biostatistics , vol.4 , pp. 615-632
    • Zheng, Y.1    Heagerty, P.J.2
  • 41
    • 0037199385 scopus 로고    scopus 로고
    • Comparison of bandwidth selection methods for kernel smoothing of ROC curves
    • Zhou, X. H., Harezlak, J.: Comparison of bandwidth selection methods for kernel smoothing of ROC curves. Stat. Med. 21, 2045-2055 (2002).
    • (2002) Stat. Med. , vol.21 , pp. 2045-2055
    • Zhou, X.H.1    Harezlak, J.2
  • 43
    • 0035856920 scopus 로고    scopus 로고
    • Global and societal implications of the diabetes epidemic
    • Zimmet, P., Alberti, K. G. M. M., Shaw, J.: Global and societal implications of the diabetes epidemic. Nature. 414, 782-787 (2001).
    • (2001) Nature. , vol.414 , pp. 782-787
    • Zimmet, P.1    Alberti, K.G.M.M.2    Shaw, J.3
  • 44
    • 0030963967 scopus 로고    scopus 로고
    • Smooth nonparametric receiver operating characteristic (ROC) curves for continuous diagnostic test
    • Zou, K. H., Hall, W. J., Shapiro, D. E.: Smooth nonparametric receiver operating characteristic (ROC) curves for continuous diagnostic test. Stat. Med. 16, 2143-2165 (1997).
    • (1997) Stat. Med. , vol.16 , pp. 2143-2165
    • Zou, K.H.1    Hall, W.J.2    Shapiro, D.E.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.