Bayesian nonparametric ROC regression modeling

DOI10.1214/13-BA825zbMath1329.62154OpenAlexW2075430350MaRDI QIDQ908023

Vanda Inácio de Carvalho, Miguel de Carvalho, Alejandro Jara, Timothy E. Hanson

Publication date: 2 February 2016

Published in: Bayesian Analysis (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.ba/1378729922

zbMATH Keywords

Markov chain Monte Carlodependent Dirichlet processconditional area under the curverelated probability distributions

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Bayesian inference (62F15) Random measures (60G57)

Related Items (13)

A non-parametric test for comparing conditional ROC curves ⋮ Estimation of the volume under a ROC surface in presence of covariates ⋮ Bayesian non-parametric simultaneous quantile regression for complete and grid data ⋮ Bayesian nonparametric multivariate ordinal regression ⋮ Covariate adjustment in continuous biomarker assessment ⋮ Model-free posterior inference on the area under the receiver operating characteristic curve ⋮ Bayesian semiparametric ROC surface estimation under verification bias ⋮ Theory and computations for the Dirichlet process and related models: an overview ⋮ A unified Bayesian semiparametric approach to assess discrimination ability in survival analysis ⋮ Bayesian Nonparametric Biostatistics ⋮ Bayesian Nonparametric Approaches for ROC Curve Inference ⋮ Marginal Bayesian nonparametric model for time to disease arrival of threatened amphibian populations ⋮ 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: Bayesian nonparametric ROC regression modeling