Bayesian nonparametric inference for the overlap coefficient: With an application to disease diagnosis
Sign Up to like & getrecommendations! Published in 2022 at "Statistics in Medicine"
DOI: 10.1002/sim.9480
Abstract: Diagnostic tests play an important role in medical research and clinical practice. The ultimate goal of a diagnostic test is to distinguish between diseased and nondiseased individuals and before a test is routinely used in… read more here.
Keywords: bayesian nonparametric; overlap coefficient; coefficient; inference overlap ... See more keywords
Combining biomarkers to improve diagnostic accuracy using the overlap coefficient
Sign Up to like & getrecommendations! Published in 2025 at "Communications in Statistics - Theory and Methods"
DOI: 10.1080/03610926.2025.2460095
Abstract: Abstract. Measuring the accuracy of diagnostic tests is crucial in many application areas, including medicine, machine learning, and credit scoring. In practice, multiple diagnostic tests or biomarkers are combined to improve diagnostic accuracy. The area… read more here.
Keywords: improve diagnostic; biomarkers improve; accuracy; diagnostic accuracy ... See more keywords