Analyzing receiver operating characteristic curves with SAS
by Gönen, Mithat, SAS Institute
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As a diagnostic decision-making tool, receiver operating characteristic (ROC) curves provide a comprehensive and visually attractive way to summarize the accuracy of predictions. They are used extensively in medical diagnosis and increasingly in fields such as data mining, credi…
Introduction -- Single binary predictor -- Single continuous predictor -- Comparison and covariate adjustment of ROC curves -- Ordinal predictors -- Lehmann family of ROC curves -- ROC curves with censored data -- Using the ROC curve to evaluate multivariable prediction models -…
As a diagnostic decision-making tool, receiver operating characteristic (ROC) curves provide a comprehensive and visually attractive way to summarize the accuracy of predictions. They are used extensively in medical diagnosis and increasingly in fields such as data mining, credi…