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Bayesian multivariate hierarchical transformation models for ROC analysis

A Bayesian multivariate hierarchical transformation model (BMHTM) is developed for receiver operating characteristic (ROC) curve analysis based on clustered continuous diagnostic outcome data with covariates. Two special features of this model are that it incorporates non-linear monotone transformat...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: O'Malley, A. James, Zou, Kelly H.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2006
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC1540405/
https://ncbi.nlm.nih.gov/pubmed/16217836
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.2187
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