Statistical evaluation of diagnostic performance : topics in ROC analysis /: topics in ROC analysis. (©2012)

• Record Type: Book
• Further Information: Note: Kelly H. Zou [and others].
• Other Names: Zou, Kelly H
• Contents: Front Cover; Contents; Authors; Preface; Chapter 1 -- Background and Introduction; Chapter 2 -- Diagnostic Rating Scales; Chapter 3 -- Monotone Transformation Models; Chapter 4 -- Combination and Pooling of Biomarkers; Chapter 5 -- Bayesian ROC Methods; Chapter 6 -- Sequential Designs of ROC Experiments; Chapter 7 -- Multireader ROC Analysis; Chapter 8 -- Free-Response ROC Analysis; Chapter 9 -- Machine Learning and Predictive Modeling; Chapter 10 -- Summary and Challenges; Appendix: Notation List; Back Cover.
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2012
• Copyright Date: 2012
• Extent: 1 online resource (xviii, 227 pages), illustrations
• Subjects: 616.07/54 616.0754; Diagnosis -- Statistical methods; Medical screening -- Statistical methods; Receiver operating characteristic curves; Diagnosis; ROC curve; MEDICAL -- Diagnosis; MEDICAL -- Diagnostic Imaging; Diagnosis -- Statistical methods; Medical screening -- Statistical methods; Receiver operating characteristic curves; Electronic books
• Languages: English
• ISBNs: 9781439812235; 1439812233
• Related ISBNs: 9781439812228; 1439812225
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• 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.