Roc Analysis for Classification and Prediction in Practice (Hardcover)

Introduction. Measures of Diagnostic and Predictive Accuracy. the Receiver Operating Characteristic (Roc) Curve. the Area Under the Roc Curve (Auc). Cutoff Point Selection Based on the Roc Curve. Comparisons of Roc Curves. Regression Models in Roc Analysis. Missing Data and Errors-in-Variables in Roc Analysis. Roc Analysis of Predictive Accuracy. the Roc Surface and Beyond. Special Topics in the Application of Roc Methods. Appendices.