ROC Analysis for Classification and Prediction in Practice (häftad)
Fler böcker inom
Format
E-bok
Filformat
EPUB med LCP-kryptering (0.0 MB)
Om LCP-kryptering
Nedladdning
Kan laddas ned under 24 månader, dock max 6 gånger.
Språk
Engelska
Antal sidor
234
Utgivningsdatum
2023-05-15
Förlag
CRC Press
ISBN
9780429529016

ROC Analysis for Classification and Prediction in Practice E-bok

av Christos T Nakas, Leonidas E Bantis, Constantine A Gatsonis
E-bok (LCP),  Engelska, 2023-05-15
884
Ladda ned
Spara som favorit
Läs i Bokus Reader för iOS och Android
Finns även som
Visa alla 2 format & utgåvor
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.
Visa hela texten

Kundrecensioner

Har du läst boken? Sätt ditt betyg »

Du kanske gillar