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Statistical methods in diagnostic medicine

Author: Xiao-Hua Zhou; Nancy A Obuchowski; Donna K McClish; Wiley InterScience (Online service)
Publisher: New York : Wiley-Interscience, ©2002.
Series: Wiley series in probability and statistics.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
An important role of diagnostic medicine research is to estimate and compare the accuracies of diagnostic tests. This book provides a comprehensive account of statistical methods for design and analysis of diagnostic studies, including sample size calculations, estimation of the accuracy of a diagnostic test, comparison of accuracies of competing diagnostic tests, and regression analysis of diagnostic accuracy data.  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Zhou, Xiao-Hua.
Statistical methods in diagnostic medicine.
New York : Wiley-Interscience, ©2002
(DLC) 2002514697
(OCoLC)51172760
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Xiao-Hua Zhou; Nancy A Obuchowski; Donna K McClish; Wiley InterScience (Online service)
ISBN: 9780470317082 0470317086 9780470317921 0470317922
OCLC Number: 264615413
Description: 1 online resource (xv, 437 pages) : illustrations.
Contents: Statistical Methods in Diagnostic Medicine; Contents; Preface; Acknowledgments; 1. Introduction; I. BASIC CONCEPTS AND METHODS; 2. Measures of Diagnostic Accuracy; 3. The Design of Diagnostic Accuracy Studies; 4. Estimation and Hypothesis Testing in a Single Sample; 5. Comparing the Accuracy of Two Diagnostic Tests; 6. Sample Size Calculation; 7. Issues in Meta-Analysis for Diagnostic Tests; II. ADVANCED METHODS; 8. Regression Analysis for Independent ROC Data; 9. Analysis of Correlated ROC Data; 10. Methods for Correcting Verification Bias; 11. Methods for Correcting Imperfect Standard Bias.
Series Title: Wiley series in probability and statistics.
Responsibility: Xiao-Hua Zhou, Nancy A. Obuchowski, Donna K. McClish.
More information:

Abstract:

An important role of diagnostic medicine research is to estimate and compare the accuracies of diagnostic tests. This book provides a comprehensive account of statistical methods for design and analysis of diagnostic studies, including sample size calculations, estimation of the accuracy of a diagnostic test, comparison of accuracies of competing diagnostic tests, and regression analysis of diagnostic accuracy data. Discussing recently developed methods for correction of verification bias and imperfect reference bias, methods for analysis of clustered diagnostic accuracy data, and meta-analysi.

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