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
Author:
Affiliation:
1. Department of Biostatistics, Medical School, Shiraz University of Medical Sciences, Shiraz, Iran
2. Clinical Epidemiology Research and Training Unit, Boston University School of Medicine, Boston, Massachusetts, USA
Funder
Shiraz University of Medical Science
the National Institute on Aging
the National Institute of Arthritis and Musculoskeletal and Skin Diseases
Publisher
Informa UK Limited
Subject
Modeling and Simulation,Statistics and Probability
Link
https://www.tandfonline.com/doi/pdf/10.1080/03610918.2021.1881117
Reference29 articles.
1. Flexible regression models for ROC and risk analysis, with or without a gold standard
2. Bayesian semiparametric ROC curve estimation and disease diagnosis
3. A Bayesian approach to sample size determination for studies designed to evaluate continuous medical tests
4. Bayesian inferences for receiver operating characteristic curves in the absence of a gold standard
5. Bayesian Ideas and Data Analysis
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