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A new flexible direct ROC regression model: Application to the detection of cardiovascular risk factors by anthropometric measures

机译:一种新的灵活的直接ROC回归模型:在人体测量学方法检测心血管危险因素中的应用

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摘要

A new estimator for the conditional ROC curve, based on direct modelling, is proposed. The effect of covariates and false positive fraction is modelled non-parametrically. Generalised additive models combined with local polynomial kernel smoothers are used. The proposed model is illustrated with a real data set from the endocrine field.
机译:提出了一种基于直接建模的条件ROC曲线估计器。协变量和假阳性分数的影响是非参数建模的。使用与局部多项式核平滑器结合的广义加性模型。利用来自内分泌领域的真实数据集说明了提出的模型。

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