ROC Curves for Continuous Data (PDF)

Name: ROC Curves for Continuous Data
Brand: Taylor & Francis
SKU: 127742016
Price: 60.70 EUR
Availability: OnlineOnly

(Sprache: Englisch)

Autoren: Wojtek J. Krzanowski , David J. Hand

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ROC Curves for Continuous Data, Wojtek J. Krzanowski, David J. Hand

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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.

Autoren-Porträt von Wojtek J. Krzanowski, David J. Hand

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.