ROC curve estimation based on local smoothing

DOI10.1080/00949650108812107zbMath0985.62030OpenAlexW2078121434MaRDI QIDQ2774410

Peihua Qiu, Chap T. Le

Publication date: 23 May 2002

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00949650108812107

zbMATH Keywords

incomplete beta functionROC curvesdiagnostic testempirical estimatorsquantile estimatorskernel distribution function estimator

Mathematics Subject Classification ID

Density estimation (62G07) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (5)

ROC Curves in Non-Parametric Location-Scale Regression Models ⋮ Modelling receiver operating characteristic curves using Gaussian mixtures ⋮ Improved methods for bandwidth selection when estimating ROC curves. ⋮ Confidence bands for ROC curves ⋮ Nonparametric estimation of conditional ROC curves: application to discrimination tasks in computerized detection of early breast cancer

Cites Work

• ``Proper binormal ROC curves: Theory and maximum-likelihood estimation
• Bandwidth selection for kernel distribution function estimation
• Comparison of Quantile Estimators in Normal Sampling
• Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach
• Relative efficiency and deficiency of kernel type estimators of smooth distribution functions
• Efficient Estimation of a Distribution Function under Quadrant Dependence
• A new distribution-free quantile estimator
• Evaluation of Confounding Effects in ROC Studies
• A comparison of quantile estimators

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