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ROC Analysis for Classification and Prediction in Practice
Engelsk Hardback

ROC Analysis for Classification and Prediction in Practice

Engelsk Hardback

917 kr
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Om denne bog

This book presents a unified and up-to-date introduction to ROC methodologies, covering both diagnosis (classification) and prediction. The emphasis is on the conceptual underpinning of ROC analysis and the practical implementation in diverse scientific fields. A plethora of examples accompany the methodologic discussion using standard statistical software such as R and STATA. The book arrives after two decades of intensive growth in both the methods and the applications of ROC analysis and presents a new synthesis. The authors provide a contemporary, integrated exposition of ROC methodology for both classification and prediction and include material on multiple-class ROC. This book avoids lengthy technical exposition and provides code and datasets in each chapter. ROC Analysis for Classification and Prediction in Practice is intended for researchers and graduate students, but will also be useful for those that use ROC analysis in diverse disciplines such as diagnostic medicine, bioinformatics, medical physics, and perception psychology.

Product detaljer
Sprog:
Engelsk
Sider:
218
ISBN-13:
9781482233704
Indbinding:
Hardback
Udgave:
ISBN-10:
1482233703
Udg. Dato:
26 maj 2023
Længde:
17mm
Bredde:
241mm
Højde:
162mm
Forlag:
Taylor & Francis Inc
Oplagsdato:
26 maj 2023
Oversætter:
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