A direct semiparametric receiver operating characteristic curve regression with unknown link and baseline functions
نویسندگان
چکیده
منابع مشابه
A Direct Semiparametric Receiver Operating Characteristic Curve Regression with Unknown Link and Baseline Functions
In this article, we study a direct receiver operating characteristic (ROC) curve regression model with completely unknown link and baseline functions. A semiparametric procedure is proposed to estimate both the parametric and nonparametric components of the model. The resulting parameter estimates and ROC curve estimates are shown to be consistent and asymptotically normal with a n−1/2 converge...
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ژورنال
عنوان ژورنال: Statistica Sinica
سال: 2012
ISSN: 1017-0405
DOI: 10.5705/ss.2010.167