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The statistical evaluation of medical tests for classification and prediction / Margaret Sullivan Pepe.

By: Material type: TextTextSeries: Oxford statistical science series ; 28.Publisher: Oxford ; New York : Oxford University Press, 2003Description: xvi, 302 pages : illustrations ; 25 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 0198509847
  • 9780198509844
Subject(s): DDC classification:
  • 616.075 21
LOC classification:
  • RB38.3 .P47 2003
Contents:
1. Introduction -- 2. Measures of Accuracy for Binary Tests -- 3. Comparing Binary Tests and Regression Analysis -- 4. The Receiver Operating Characteristic Curve -- 5. Estimating the ROC Curve -- 6. Covariate Effects on Continuous and Ordinal Tests -- 7. Incomplete Data and Imperfect Reference Tests -- 8. Study Design and Hypothesis Testing -- 9. More Topics and Conclusions -- References /Bibliography -- Index.
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Holdings
Item type Current library Call number Copy number Status Date due Barcode
Book City Campus City Campus Main Collection 616.075 PEP (Browse shelf(Opens below)) 1 Available A401049B

Includes bibliographical references (pages 280-296) and index.

1. Introduction -- 2. Measures of Accuracy for Binary Tests -- 3. Comparing Binary Tests and Regression Analysis -- 4. The Receiver Operating Characteristic Curve -- 5. Estimating the ROC Curve -- 6. Covariate Effects on Continuous and Ordinal Tests -- 7. Incomplete Data and Imperfect Reference Tests -- 8. Study Design and Hypothesis Testing -- 9. More Topics and Conclusions -- References /Bibliography -- Index.

Machine converted from AACR2 source record.

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