ROC analysis for classification and prediction in practice. (2023)

• Record Type: Book
• Further Information: Note: Christos T. Nakas, Leonidas E. Bantis, Constantine A. Gatsonis.
• Authors: Nakas, Christos T; Bantis, Leonidas E; Gatsonis, Constantine
• Contents: 1. Introduction 2. Measures of Diagnostic and Predictive Performance 3. Statistical inference for the ROC curve 4. Comparing ROC curves 5. The ROC surface and k-class classification for k > 2 6. ROC regression 7. Missing data and errors-in-variables in ROC analysis
• Edition: 1st
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2023
• Extent: 1 online resource (220 pages), illustrations (black and white, and colour)
• Subjects: 519.287; Receiver operating characteristic curves -- Computer programs; Diagnosis -- Statistical methods; Prediction (Psychology) -- Statistical methods
• Languages: English
• ISBNs: 9780429529016; 9781482233711
• Related ISBNs: 9781482233704
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.