Nonparametric Bayesian covariate‐adjusted estimation of the Youden index

DOI10.1111/biom.12686zbMath1405.62225OpenAlexW2604574938WikidataQ38853842 ScholiaQ38853842MaRDI QIDQ4556712

Adam J. Branscum, Miguel de Carvalho, Vanda Inácio de Carvalho

Publication date: 16 November 2018

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://www.pure.ed.ac.uk/ws/files/30328625/Nonparametric_Bayesian_covariate_adjusted_estimation_of_the_Youden_index.pdf

zbMATH Keywords

sensitivitynonparametric regressionspecificityYouden indexdiagnostic testDirichlet process mixturesoptimal cutoff

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (5)

A non-parametric test for comparing conditional ROC curves ⋮ Robust posterior inference for Youden’s index cutoff ⋮ Covariate-adjusted Bayesian estimation of the performance of a continuous diagnostic test with a limit of detection in the absence of a reference standard: a simulation study ⋮ Outlier detection under a covariate-adjusted exponential regression model with censored data ⋮ The covariate-adjusted ROC curve: the concept and its importance, review of inferential methods, and a new Bayesian estimator

This page was built for publication: Nonparametric Bayesian covariate‐adjusted estimation of the Youden index