Wojtek J Krzanowski, David J Hand

ROC Curves for Continuous Data

• Gebundenes Buch

Produktbeschreibung

Although ROC curves have become ubiquitous in many application areas, the various advances have been scattered across disparate articles and texts. This work 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.

Produktdetails

• Verlag: CRC Press
• Seitenzahl: 256
• Erscheinungstermin: 21. Mai 2009
• Englisch
• Abmessung: 236mm x 160mm x 18mm
• Gewicht: 500g
• ISBN-13: 9781439800218
• ISBN-10: 1439800219
• Artikelnr.: 24910856

Autorenporträt

Wojtek J. Krzanowski is Emeritus Professor of Statistics at the University of Exeter and Senior Research Investigator at Imperial College. Dr. Krzanowski's research interests include multivariate analysis, statistical modeling, classification, and computational methods. He has published 6 books, over 30 book contributions, and 100 articles in scientific journals. David J. Hand is head of the statistics section and head of the mathematics in banking and finance program at Imperial College. Currently president of the Royal Statistical Society, Dr. Hand has been a recipient of the Guy Medal of the Royal Statistical Society, the Royal Society Wolfson Research Merit Award, and the IEEE ICDM Research Contributions Award. He has published extensively on a wide range of statistical topics.

Inhaltsangabe

Introduction. Population ROC Curves. Estimation. Further Inference on
Single Curves. ROC Curves and Covariates. Comparing ROC Curves. Bayesian
Methods. Beyond the Basics. Design and Interpretation Issues. Substantive
Applications. Appendix. References.