ROC Analysis for Classification and Prediction in Practice (e-bog) af Gatsonis, Constantine A

ROC Analysis for Classification and Prediction in Practice e-bog

436,85 DKK (inkl. moms 546,06 DKK)
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 ...
E-bog 436,85 DKK
Forfattere Gatsonis, Constantine A (forfatter)
Udgivet 15 maj 2023
Længde 218 sider
Genrer MBNS
Sprog English
Format pdf
Beskyttelse LCP
ISBN 9781482233711
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.