Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Roc Analysis for Classification and Prediction in Practice

Roc Analysis for Classification and Prediction in Practice

Nakas, Christos T.
Bantis, Leonidas E.
Gatsonis, Constantine A.

Hardcover

Series: Chapman & Hall/CRC Biostatistics

Medical ReferenceGeneral ComputersProbability & Statistics

ISBN10: 1482233703
ISBN13: 9781482233704
Publisher: CRC Press
Published: May 26 2023
Pages: 218
Weight: 1.11
Height: 0.56 Width: 6.14 Depth: 9.21
Language: English

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.

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