| Description |
1 online resource (xiv, 241 pages) : illustrations |
| Series |
Monographs on statistics and applied probability ; 111 |
|
Monographs on statistics and applied probability (Series) ; 111.
|
| Note |
"A Chapman & Hall book." |
| Bibliography |
Includes bibliographical references (pages 203-226) and index. |
| Contents |
Cover; Title; Copyright; Copyright; Contents; Chapter 1: Introduction; Chapter 2: Population ROC curves; Chapter 3: Estimation; Chapter 4: Further inference on single curves; Chapter 5: ROC curves and covariates; Chapter 6: Comparing ROC curves; Chapter 7: Bayesian methods; Chapter 8: Beyond the basics; Chapter 9: Design and interpretation issues; Chapter 10: Substantive applications; Appendix: ROC Software; References; Index. |
| Summary |
Since ROC curves have become ubiquitous in many application areas, the various advances have been scattered across disparate articles and texts. ROC Curves for Continuous Data is the first book solely devoted to the subject, bringing together all the relevant material to provide a clear understanding of how to analyze ROC curves. The fundamental theory of ROC curvesThe book first discusses the relationship between the ROC curve and numerous performance measures and then extends the theory into practice by describing how ROC curves are estimated. Further building on the theory, the authors prese. |
| Subject |
Receiver operating characteristic curves.
|
|
ROC Curve |
|
Courbes ROC. |
|
Receiver operating characteristic curves |
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Matematisk statistik. |
|
Multivariat analys. |
| Added Author |
Hand, D. J. (David J.), 1950-
|
| Other Form: |
Print version: Krzanowski, W.J. ROC curves for continuous data. Boca Raton : CRC Press, ©2009 9781439800218 (DLC) 2009012820 (OCoLC)244418889 |
| ISBN |
9781439800225 (electronic bk.) |
|
1439800227 (electronic bk.) |
|
(hard back ; alk. paper) |
|
(hard back ; alk. paper) |
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