Wojtek J. Krzanowski, David J. Hand

ROC Curves for Continuous Data (eBook, PDF)

• Format: PDF

Produktbeschreibung

Bringing together all the relevant material to impart a clear understanding of how to analyze ROC curves, this book covers the fundamental theory as well as various special topics. It provides illustrative examples of the major methodological developments and includes as much of the mathematical theory as necessary without making the treatment too dense. The authors survey the uses made of the methodology across a range of different areas, from atmospheric science and geoscience to experimental psychology and sociology. They also list a number of websites from which software implementing the various techniques can be downloaded.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 232
• Erscheinungstermin: 21. Mai 2009
• Englisch
• ISBN-13: 9781439800225
• Artikelnr.: 57534263

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.