Nonparametric Bayesian estimation of the three‐way receiver operating characteristic surface

DOI10.1002/bimj.201100070zbMath1238.62036OpenAlexW2029177884WikidataQ46196834 ScholiaQ46196834MaRDI QIDQ2889673

Antónia A. Turkman, Christos T. Nakas, Todd A. Alonzo, Vanda Inácio de Carvalho

Publication date: 8 June 2012

Published in: Biometrical Journal (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/bimj.201100070

zbMATH Keywords

Markov chain Monte CarloROC analysisHIV datamixtures of finite Pólya trees

Mathematics Subject Classification ID

Related Items (4)

Three-group ROC analysis: a nonparametric predictive approach ⋮ Bayesian semiparametric ROC surface estimation under verification bias ⋮ A unified Bayesian semiparametric approach to assess discrimination ability in survival analysis ⋮ Bayesian Nonparametric Approaches for ROC Curve Inference

Cites Work

• Nonparametric and semiparametric estimation of the three way receiver operating characteristic surface
• Some aspects of Pólya tree distributions for statistical modelling
• More aspects of Pólya tree distributions for statistical modelling
• Prior distributions on spaces of probability measures
• Inference for Mixtures of Finite Polya Tree Models
• Modelling Stochastic Order in the Analysis of Receiver Operating Characteristic Data: Bayesian Non-Parametric Approaches
• Asymptotic Behavior of Bayes' Estimates
• Invariants Under Mixing Which Generalize de Finetti's Theorem: Continuous Time Parameter
• Unnamed Item

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