Multivariate mixtures of Polya trees for modeling ROC data

DOI10.1177/1471082X0700800106OpenAlexW1990710159MaRDI QIDQ4970937

Ian A. Gardner, Timothy E. Hanson, Adam J. Branscum

Publication date: 8 October 2020

Published in: Statistical Modelling (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1177/1471082x0700800106

zbMATH Keywords

empirical BayesBayesian nonparametricsdiagnostic test evaluation

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (6)

Bayesian nonparametric \(k\)-sample tests for censored and uncensored data ⋮ Bayesian nonparametric test for independence between random vectors ⋮ 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 ⋮ Projected Pólya Tree ⋮ Bayesian Nonparametric Approaches for ROC Curve Inference ⋮ Supervised learning via smoothed Polya trees

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