The
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 desc...
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| Tác giả chính: | |
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| Tác giả khác: | |
| Ngôn ngữ: | Undetermined English |
| Được phát hành: |
Oxford,New York
Oxford University Press
2003
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| Những chủ đề: | |
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| Thư viện lưu trữ: | Trung tâm Học liệu Trường Đại học Trà Vinh |
|---|
| LEADER | 01750nam a2200277Ia 4500 | ||
|---|---|---|---|
| 001 | TVU_12498 | ||
| 008 | 210423s9999 xx 000 0 und d | ||
| 020 | |a 0198509847 | ||
| 020 | |a 9780198509844 | ||
| 041 | |a eng | ||
| 082 | |a 616.075 | ||
| 082 | |b M109 | ||
| 100 | |a Pepe, Margaret Sullivan | ||
| 245 | 4 | |a The | |
| 245 | 0 | |c Margaret Sullivan Pepe | |
| 260 | |a Oxford,New York | ||
| 260 | |b Oxford University Press | ||
| 260 | |c 2003 | ||
| 300 | |a xvi, 302 p. | ||
| 300 | |b ill. | ||
| 300 | |c 25 cm | ||
| 504 | |a Includes bibliographical references (p. 280-296) and index | ||
| 520 | |a 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 | ||
| 650 | |a Research Design; Diagnostic Techniques and Procedures; Statistics; Medical statistics; Diagnosis; Laboratory | ||
| 700 | |a Margaret Sullivan Pepe | ||
| 980 | |a Trung tâm Học liệu Trường Đại học Trà Vinh | ||