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Unified Least Squares Methods for the Evaluation of Diagnostic Tests With the Gold Standard
The article proposes a unified least squares method to estimate the receiver operating characteristic (ROC) parameters for continuous and ordinal diagnostic tests, such as cancer biomarkers. The method is based on a linear model framework using the empirically estimated sensitivities and specificiti...
Autores principales: | Tang, Liansheng Larry, Yuan, Ao, Collins, John, Che, Xuan, Chan, Leighton |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5392027/ https://www.ncbi.nlm.nih.gov/pubmed/28469385 http://dx.doi.org/10.1177/1176935116686063 |
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