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Inácio de Carvalho, V., de Carvalho, M. & Branscum, A. (2017)
"Nonparametric Bayesian Covariate-Adjusted Estimation of the Youden Index"
Biometrics, 73, 1279–1288.
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The methods are now availble from CRAN: Check R package ROCnReg