ROC curves for continuous data
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…
Read More ↓Title Statements
- Full title :ROC curves for continuous data / Wojtek J. Krzanowski, David J. Hand
Summary
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 ...
Read More ↓Edition Statements
- Publication Date:2009
Publication Statements
- Publisher(s):CRC Press
- Place of Publication:Boca Raton, Calif
- Language:eng
- Publication Date:2009
Notes
"A Chapman & Hall book."
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. ROC software
The Physical Object
- Description:xiv, 241 s. : : illustrations ; : 25 cm
Edition Identifiers
- ISBN:9781439800218, 1439800219
- oclc:ocn488852306
- LC Classification:QA279.2
- Dewey Decimal:519.5 6
Table of Contents
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.
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ROC Curves for Continuous Data -- (.pdf)
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ROC Curves for Continuous Data -- (.pdf)
PDF · 1.9 MB · updated
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