Robust consistent estimators for ROC curves with covariates

DOI10.1214/22-EJS2042OpenAlexW4289886609MaRDI QIDQ2169834

Wenceslao González Manteiga, Graciela Boente, Ana M. Bianco

Publication date: 30 August 2022

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2007.00150

zbMATH Keywords

robustnesscovariatesROC curvesparametric regression

Mathematics Subject Classification ID

Nonparametric robustness (62G35) Nonparametric estimation (62G05)

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• ROC curve and covariates: extending induced methodology to the non-parametric framework
• Comparative study of ROC regression techniques -- applications for the computer-aided diagnostic system in breast cancer detection
• High breakdown-point and high efficiency robust estimates for regression
• Robust inference for the stress-strength reliability
• Robust estimation in heteroscedastic linear models
• Some results for robust GM-based estimators in heteroscedastic regression models
• Robust nonparametric regression estimation for dependent observations
• Robust estimators in a generalized partly linear regression model under monotony constraints
• Robust inference for nonlinear regression models
• ROC Curves in Non-Parametric Location-Scale Regression Models
• ROC Curves for Continuous Data
• Correcting for Confounding in Analyzing Receiver Operating Characteristic Curves
• A regression modelling framework for receiver operating characteristic curves in medical diagnostic testing
• Three Approaches to Regression Analysis of Receiver Operating Characteristic Curves for Continuous Test Results
• Distribution-free ROC analysis using binary regression techniques
• Semi-parametric ROC regression analysis with placement values

This page was built for publication: Robust consistent estimators for ROC curves with covariates