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Volumn 138, Issue 3, 2008, Pages 742-755

A characteristic function approach to the biased sampling model, with application to robust logistic regression

Author keywords

Biased sampling problem; Case control data; Logistic regression; Minimum distance; Robust regression

Indexed keywords


EID: 36049014371     PISSN: 03783758     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jspi.2007.01.004     Document Type: Article
Times cited : (20)

References (28)
  • 1
    • 0001690033 scopus 로고
    • Robust estimation in models for independent non-identically distributed data
    • Beran R. Robust estimation in models for independent non-identically distributed data. Ann. Statist. 10 (1982) 415-428
    • (1982) Ann. Statist. , vol.10 , pp. 415-428
    • Beran, R.1
  • 2
    • 0042910544 scopus 로고    scopus 로고
    • Integrated squared error estimation of Cauchy parameters
    • Besbeas P., and Morgan B.J.T. Integrated squared error estimation of Cauchy parameters. Statist. Probab. Lett. 55 (2001) 397-401
    • (2001) Statist. Probab. Lett. , vol.55 , pp. 397-401
    • Besbeas, P.1    Morgan, B.J.T.2
  • 3
    • 36049036100 scopus 로고    scopus 로고
    • Bianco, A.M., Yohai, V.J., 1996. Robust estimation in the logistic regression model. In: Rieder, H. (Ed.), Robust Statistics, Data Analysis, and Computer Intensive Methods. Lecture Notes in Statistics, vol. 109. Springer, New York, pp. 17-34.
  • 4
    • 24144463707 scopus 로고    scopus 로고
    • Minimum distance estimation for the logistic regression model
    • Bondell H.D. Minimum distance estimation for the logistic regression model. Biometrika 92 (2005) 724-731
    • (2005) Biometrika , vol.92 , pp. 724-731
    • Bondell, H.D.1
  • 5
    • 0000363784 scopus 로고
    • Minimum distance estimators for location and goodness of fit
    • Boos D.D. Minimum distance estimators for location and goodness of fit. J. Amer. Statist. Assoc. 76 (1981) 663-670
    • (1981) J. Amer. Statist. Assoc. , vol.76 , pp. 663-670
    • Boos, D.D.1
  • 6
    • 0001645443 scopus 로고
    • On robust estimation in the logistic regression model
    • Carroll R.J., and Pederson S. On robust estimation in the logistic regression model. J. Roy. Statist. Soc. B 55 (1993) 693-706
    • (1993) J. Roy. Statist. Soc. B , vol.55 , pp. 693-706
    • Carroll, R.J.1    Pederson, S.2
  • 7
    • 21844511466 scopus 로고
    • Prospective analysis of logistic case-control studies
    • Carroll R.J., Wang S., and Wang C.Y. Prospective analysis of logistic case-control studies. J. Amer. Statist. Assoc. 90 (1995) 157-169
    • (1995) J. Amer. Statist. Assoc. , vol.90 , pp. 157-169
    • Carroll, R.J.1    Wang, S.2    Wang, C.Y.3
  • 9
    • 0000889845 scopus 로고
    • Binary regression models for contaminated data (with discussion)
    • Copas J.B. Binary regression models for contaminated data (with discussion). J. Roy. Statist. Soc. B 50 (1988) 225-265
    • (1988) J. Roy. Statist. Soc. B , vol.50 , pp. 225-265
    • Copas, J.B.1
  • 10
    • 0141993253 scopus 로고    scopus 로고
    • Implementing the Bianco and Yohai estimator for logistic regression
    • Croux C., and Haesbroeck G. Implementing the Bianco and Yohai estimator for logistic regression. Comput. Statist. Data Anal. 44 (2003) 273-295
    • (2003) Comput. Statist. Data Anal. , vol.44 , pp. 273-295
    • Croux, C.1    Haesbroeck, G.2
  • 11
    • 0000172045 scopus 로고
    • The automatic robustness of minimum distance functionals
    • Donoho D.L., and Liu R.C. The automatic robustness of minimum distance functionals. Ann. Statist. 16 (1988) 552-586
    • (1988) Ann. Statist. , vol.16 , pp. 552-586
    • Donoho, D.L.1    Liu, R.C.2
  • 14
    • 0142119309 scopus 로고    scopus 로고
    • Goodness-of-fit tests for semiparametric biased sampling models
    • Gilbert P.B. Goodness-of-fit tests for semiparametric biased sampling models. J. Statist. Plann. Inference 118 (2004) 51-81
    • (2004) J. Statist. Plann. Inference , vol.118 , pp. 51-81
    • Gilbert, P.B.1
  • 15
    • 33746455666 scopus 로고    scopus 로고
    • Maximum likelihood estimation in semiparametric selection bias models with application to AIDS vaccine trials
    • Gilbert P.B., Lele S.R., and Vardi Y. Maximum likelihood estimation in semiparametric selection bias models with application to AIDS vaccine trials. Biometrika 86 (1999) 27-43
    • (1999) Biometrika , vol.86 , pp. 27-43
    • Gilbert, P.B.1    Lele, S.R.2    Vardi, Y.3
  • 16
    • 0017754927 scopus 로고
    • The integrated squared error estimation of parameters
    • Heathcote C.R. The integrated squared error estimation of parameters. Biometrika 64 (1977) 255-264
    • (1977) Biometrika , vol.64 , pp. 255-264
    • Heathcote, C.R.1
  • 17
    • 0000648982 scopus 로고
    • Conditionally unbiased bounded influence estimation in general regression models, with applications to generalized linear models
    • Künsch H.R., Stefanski L.A., and Carroll R.J. Conditionally unbiased bounded influence estimation in general regression models, with applications to generalized linear models. J. Amer. Statist. Assoc. 84 (1989) 460-466
    • (1989) J. Amer. Statist. Assoc. , vol.84 , pp. 460-466
    • Künsch, H.R.1    Stefanski, L.A.2    Carroll, R.J.3
  • 18
    • 0036849459 scopus 로고    scopus 로고
    • Robust estimation of location and dispersion for high-dimensional datasets
    • Maronna R., and Zamar R. Robust estimation of location and dispersion for high-dimensional datasets. Technometrics 44 (2002) 307-317
    • (2002) Technometrics , vol.44 , pp. 307-317
    • Maronna, R.1    Zamar, R.2
  • 19
    • 0344133271 scopus 로고
    • The behavior of the Stahel-Donoho robust multivariate estimator
    • Maronna R.A., and Yohai V.J. The behavior of the Stahel-Donoho robust multivariate estimator. J. Amer. Statist. Assoc. 90 (1995) 330-341
    • (1995) J. Amer. Statist. Assoc. , vol.90 , pp. 330-341
    • Maronna, R.A.1    Yohai, V.J.2
  • 20
    • 0000643960 scopus 로고    scopus 로고
    • Generalised weighted Cramér-von Mises distance estimators
    • Ozturk O., and Hettmansperger T.P. Generalised weighted Cramér-von Mises distance estimators. Biometrika 84 (1997) 283-294
    • (1997) Biometrika , vol.84 , pp. 283-294
    • Ozturk, O.1    Hettmansperger, T.P.2
  • 22
    • 0020148757 scopus 로고
    • Resistant fits for some commonly used logistic models with medical applications
    • Pregibon D. Resistant fits for some commonly used logistic models with medical applications. Biometrics 38 (1982) 485-498
    • (1982) Biometrics , vol.38 , pp. 485-498
    • Pregibon, D.1
  • 23
    • 0018671320 scopus 로고
    • Logistic disease incidence models and case-control studies
    • Prentice R.L., and Pyke R. Logistic disease incidence models and case-control studies. Biometrika 66 (1979) 403-411
    • (1979) Biometrika , vol.66 , pp. 403-411
    • Prentice, R.L.1    Pyke, R.2
  • 24
    • 0347609095 scopus 로고
    • Empirical likelihood and general estimating equations
    • Qin J., and Lawless J. Empirical likelihood and general estimating equations. Ann. Statist. 22 (1994) 300-325
    • (1994) Ann. Statist. , vol.22 , pp. 300-325
    • Qin, J.1    Lawless, J.2
  • 25
    • 0000209745 scopus 로고    scopus 로고
    • A goodness-of-fit test for logistic regression models based on case-control data
    • Qin J., and Zhang B. A goodness-of-fit test for logistic regression models based on case-control data. Biometrika 84 (1997) 609-618
    • (1997) Biometrika , vol.84 , pp. 609-618
    • Qin, J.1    Zhang, B.2
  • 26
    • 0030500928 scopus 로고    scopus 로고
    • Robustness properties of S-estimators of multivariate location and shape in high dimension
    • Rocke D.M. Robustness properties of S-estimators of multivariate location and shape in high dimension. Ann. Statist. 24 (1996) 1327-1345
    • (1996) Ann. Statist. , vol.24 , pp. 1327-1345
    • Rocke, D.M.1
  • 27
    • 0032680362 scopus 로고    scopus 로고
    • A fast algorithm for the minimum covariance determinant estimator
    • Rousseeuw P.J., and van Driessen K. A fast algorithm for the minimum covariance determinant estimator. Technometrics 41 (1999) 212-223
    • (1999) Technometrics , vol.41 , pp. 212-223
    • Rousseeuw, P.J.1    van Driessen, K.2
  • 28
    • 0001520376 scopus 로고
    • Empirical distributions in selection bias models
    • Vardi Y. Empirical distributions in selection bias models. Ann. Statist. 13 (1985) 178-203
    • (1985) Ann. Statist. , vol.13 , pp. 178-203
    • Vardi, Y.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.