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ROC Curves for Continuous Data
Langbeschreibung
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.
Inhaltsverzeichnis
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.
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.
ISBN-13:
9781439800225
Veröffentl:
2009
Seiten:
232
Autor:
Wojtek J. Krzanowski
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
0 - No protection
Sprache:
Englisch
58,49 €*
Lieferzeit: Sofort lieferbar
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