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      Book

      ROC Curves for Continuous Data
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      Book

      ROC Curves for Continuous Data

      DOI link for ROC Curves for Continuous Data

      ROC Curves for Continuous Data book

      ROC Curves for Continuous Data

      DOI link for ROC Curves for Continuous Data

      ROC Curves for Continuous Data book

      ByWojtek J. Krzanowski, David J. Hand
      Edition 1st Edition
      First Published 2009
      eBook Published 15 May 2009
      Pub. Location New York
      Imprint Chapman and Hall/CRC
      DOI https://doi.org/10.1201/9781439800225
      Pages 232
      eBook ISBN 9780429166105
      Subjects Bioscience, Computer Science, Engineering & Technology, Mathematics & Statistics
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      Krzanowski, W.J., & Hand, D.J. (2009). ROC Curves for Continuous Data (1st ed.). Chapman and Hall/CRC. https://doi.org/10.1201/9781439800225

      ABSTRACT

      Since ROC curves have become ubiquitous in many application areas, the various advances have been scattered across disparate articles and texts. ROC Curves for Continuous Data 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.The fundamenta

      TABLE OF CONTENTS

      chapter 1|16 pages

      Introduction

      chapter 2|4 pages

      Population ROC curves

      chapter |16 pages

      tp0 . 0 0 . 4 0 . 8

      chapter 3|38 pages

      Estimation

      chapter 4|12 pages

      Further inference on single curves

      chapter 5|20 pages

      ROC curves and covariates

      chapter 6|16 pages

      Comparing ROC curves

      chapter 7|18 pages

      Bayesian methods

      chapter 8|16 pages

      Beyond the basics

      chapter 9|24 pages

      Design and interpretation issues

      chapter 10|46 pages

      Substantive applications

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