The Statistical Evaluation of Medical Tests for Classification and Prediction
Language: English
Published by Oxford University Press, 2004
- Softcover
- Used
Seller: World of Books (was SecondSale), Montgomery, IL, U.S.A.World of Books (was SecondSale)
AbeBooks seller since December 20, 2007
Condition: Used - Good
£ 17.33
Quantity: 1 available
Add to basketItem description from seller
This book describes statistical concepts and techniques for evaluating medical diagnostic tests and biomarkers for detecting disease. More generally, the techniques pertain to the statistical classification problem for predicting a dichotomous outcome. Measures for quantifying test accuracy are described including sensitivity, specificity, predictive values, diagnostic likelihood ratios and the Receiver Operating Characteristic Curve that is commonly used for continuous and ordinal valued tests. Statistical procedures are presented for estimating and comparing them. Regression frameworks for assessing factors that influence test accuracy and for comparing tests while adjusting for such factors are presented. This book presents many worked examples of real data and should be of interest to practicing statisticians or quantitative researchers involved in the development of tests for classification or prediction in medicine.
Seller Inventory # 00107482393
- Title
- The Statistical Evaluation of Medical Tests for Classification and Prediction
- Author
- Margaret Sullivan Pepe
- Publisher
- Oxford University Press
- Publication year
- 2004
- Condition
- Good
- Binding
- Paperback
- Language
- English
- ISBN 10
- 0198565828
- ISBN 13
- 9780198565826
- Series
- Book 2 of 8: Oxford Statistical Science
"Synopsis" may belong to another edition of this title.
Review
I very much recommend this book to a range of audiences, from those wanting an introduction to diagnostic test concepts and methods to active researchers in the area. This book is likely to stimulate considerable progress in development of new statistical methods for diagnostic tests, an area that relative to therapeutics has received little attention from biostatisticians. (Journal of Biopharmaceutical Studies)
"About the title" may belong to another edition of this title.
World of Books (was SecondSale)
Montgomery, IL, U.S.A.
AbeBooks seller since December 20, 2007
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