ROC curves for continuous data

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 understandin...

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Bibliographic Details
Main Author: Krzanowski, W. J.
Other Authors: Hand, D. J.
Format: eBook
Language:English
Published: Boca Raton CRC Press 2009
Series:Monographs on statistics and applied probability
Subjects:
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
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245 0 0 |a ROC curves for continuous data  |c Wojtek J. Krzanowski, David J. Hand 
260 |a Boca Raton  |b CRC Press  |c 2009 
300 |a xiv, 241 pages  |b illustrations 
505 0 |a 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 
505 0 |a Includes bibliographical references (pages 203-226) and index 
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653 |a Receiver operating characteristic curves / http://id.loc.gov/authorities/subjects/sh2009003477 
653 |a Receiver operating characteristic curves / fast 
653 |a ROC Curve 
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520 |a 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