Analyzing Receiver Operating Characteristic Curves With SAS

Author: Mithat Gonen

Publisher: SAS Publishing

Introduction to the use of receiver operating characteristic (ROC) curves for studying the accuracy of predictive models.

Requires SAS/STAT.

Editions

Paperback (2007)

Paperback

Year: 2007

ISBN: 978-1-59994-298-8

Pages: 144

Publisher’s list price: 31.95

Contents

1. Introduction
2. Single Binary Predictor
3. Single Continuous Predictor
4. Comparison and Covariate Adjustment of ROC Curves
5. Ordinal Predictors
6. Lehmann Family of ROC Curves
7. ROC Curves with Censored Data
8. Using the ROC Curve to Evaluate Multivariable Prediction Models
9. ROC Curves in SAS Enterprise Miner
Appendix. An Introduction to PROC NLMIXED