Using proportional odds models for semiparametric ROC surface estimation

DOI10.1016/j.spl.2015.06.009zbMath1396.62068OpenAlexW579441191MaRDI QIDQ894576

Shuwen Wan, Biao Zhang

Publication date: 1 December 2015

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.spl.2015.06.009

zbMATH Keywords

proportional odds modelROC curveROC surfaceVUS

Mathematics Subject Classification ID

Nonparametric estimation (62G05)

Cites Work

• An empirical likelihood confidence interval for the volume under ROC surface
• Nonparametric and semiparametric estimation of the three way receiver operating characteristic surface
• A goodness-of-fit test for logistic regression models based on case-control data
• Assessing goodness-of-fit of categorical regression models based on case-control data
• Semiparametric ROC surface estimation for continuous diagnostic tests via polytomous logistic regression procedures

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