Comparison of the ROC curve estimators

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Authors

MICHÁLEK Jaroslav VESELÝ Vítězslav

Year of publication 2005
Type Article in Proceedings
Conference 25th European Meeting of Statisticians, 24--28 July 2005, Oslo Norway, Final Programme and Abstracts
MU Faculty or unit

Faculty of Economics and Administration

Citation
Web Poster EMS 2005
Field Applied statistics, operation research
Keywords ROC curve; estimators; comparative study
Description I the paper (poster) the parametric, semiparametric and nonparametric estimators of ROC curves are compared by simulation study. The parametric approach is based od the method of weighted least squares, the semiparametric approach is based on the functional modelling and the nonparametric approach is based on the empirical c.d.f.
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