Empirical and Kernel Estimation of the ROC Curve

Empirical and Kernel Estimation of the ROC Curve

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The paper presents chosen methods for g5210t-p90 estimating the ROC (Receiver Operating Characteristic) curve, including parametric and nonparametric procedures.Nonparametric approach may involve the use of empirical method or kernel method of the ROC curve estimation.In the analysis, an attempt of comparison of empirical and click here kernel ROC estimators is done, considering the impact of sample size, choice of smoothing parameter and kernel function in kernel estimation on the results of the estimation.Based on the results of simulation studies, some suggestions, useful in the procedures of nonparametric ROC curve are determined.