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Zhou, Xiao-Hua

Statistical Methods in Diagnostic Medicine

Zhou, Xiao-Hua - Statistical Methods in Diagnostic Medicine, ebook

153,30€

Ebook, PDF with Adobe DRM
ISBN: 9780470317921
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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-analysis methods, Statistical Methods in Diagnostic Medicine explains:

* Common measures of diagnostic accuracy and designs for diagnostic accuracy studies

* Methods of estimation and hypothesis testing of the accuracy of diagnostic tests

* Meta-analysis

* Advanced analytic techniques-including methods for comparing correlated ROC curves in multi-reader studies, correcting verification bias, and correcting when an imperfect gold standard is used

Thoroughly detailed with numerous applications and end-of-chapter problems as well as a related FTP site providing FORTRAN program listings, data sets, and instructional hints, Statistical Methods in Diagnostic Medicine is a valuable addition to the literature of the field, serving as a much-needed guide for both clinicians and advanced students.

Author(s)
 
 
Publisher
John Wiley and Sons, Inc.
Publication year
2009
Language
en
Edition
1
Series
Wiley Series in Probability and Statistics
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9780470317921
Printed ISBN
9780471347729

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