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Semiparametric Estimation of the Covariate-Specific ROC Curve in Presence of Ignorable Verification Bias

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  • Danping Liu
  • Xiao-Hua Zhou

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  • Danping Liu & Xiao-Hua Zhou, 2011. "Semiparametric Estimation of the Covariate-Specific ROC Curve in Presence of Ignorable Verification Bias," Biometrics, The International Biometric Society, vol. 67(3), pages 906-916, September.
    • Handle: RePEc:bla:biomet:v:67:y:2011:i:3:p:906-916
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    File URL: http://hdl.handle.net/10.1111/j.1541-0420.2011.01562.x
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    References listed on IDEAS

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    1. Rotnitzky, Andrea & Faraggi, David & Schisterman, Enrique, 2006. "Doubly Robust Estimation of the Area Under the Receiver-Operating Characteristic Curve in the Presence of Verification Bias," Journal of the American Statistical Association, American Statistical Association, vol. 101, pages 1276-1288, September.
    2. Cindy Rodenberg & Xiao-Hua Zhou, 2000. "ROC Curve Estimation When Covariates Affect the Verification Process," Biometrics, The International Biometric Society, vol. 56(4), pages 1256-1262, December.
    3. Page, John H. & Rotnitzky, Andrea, 2009. "Estimation of the disease-specific diagnostic marker distribution under verification bias," Computational Statistics & Data Analysis, Elsevier, vol. 53(3), pages 707-717, January.
    4. Danping Liu & Xiao-Hua Zhou, 2010. "A Model for Adjusting for Nonignorable Verification Bias in Estimation of the ROC Curve and Its Area with Likelihood-Based Approach," Biometrics, The International Biometric Society, vol. 66(4), pages 1119-1128, December.
    5. Yingye Zheng & William E. Barlow & Gary Cutter, 2005. "Assessing Accuracy of Mammography in the Presence of Verification Bias and Intrareader Correlation," Biometrics, The International Biometric Society, vol. 61(1), pages 259-268, March.
    6. Todd A. Alonzo & Margaret Sullivan Pepe, 2005. "Assessing accuracy of a continuous screening test in the presence of verification bias," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 54(1), pages 173-190, January.
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    Cited by:

    1. To, Duc-Khanh & Adimari, Gianfranco & Chiogna, Monica, 2022. "Estimation of the volume under a ROC surface in presence of covariates," Computational Statistics & Data Analysis, Elsevier, vol. 174(C).
    2. Chinyereugo M Umemneku Chikere & Kevin Wilson & Sara Graziadio & Luke Vale & A Joy Allen, 2019. "Diagnostic test evaluation methodology: A systematic review of methods employed to evaluate diagnostic tests in the absence of gold standard – An update," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-25, October.
    3. Shanshan Li & Yang Ning, 2015. "Estimation of covariate‐specific time‐dependent ROC curves in the presence of missing biomarkers," Biometrics, The International Biometric Society, vol. 71(3), pages 666-676, September.
    4. Danping Liu & Xiao-Hua Zhou, 2013. "Covariate Adjustment in Estimating the Area Under ROC Curve with Partially Missing Gold Standard," Biometrics, The International Biometric Society, vol. 69(1), pages 91-100, March.

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