The statistical evaluation of medical tests for classification and prediction /
Margaret Sullivan Pepe.
- xvi, 302 pages : illustrations ; 25 cm.
- Oxford statistical science series ; 28 .
- Oxford statistical science series ; 28. .
Includes bibliographical references (pages 280-296) and index.
Introduction -- Measures of Accuracy for Binary Tests -- Comparing Binary Tests and Regression Analysis -- The Receiver Operating Characteristic Curve -- Estimating the ROC Curve -- Covariate Effects on Continuous and Ordinal Tests -- Incomplete Data and Imperfect Reference Tests -- Study Design and Hypothesis Testing -- More Topics and Conclusions -- References /Bibliography -- Index. 1. 2. 3. 4. 5. 6. 7. 8. 9.
0198509847 9780198509844
2003542924
Medical statistics Diagnosis, Laboratory--Research--Statistical methods. Statistics Diagnostic Techniques and Procedures--statistics & numerical data Research Design--statistics & numerical data