Analyzing Receiver Operating Characteristic Curves With SAS

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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: 34.95

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