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The Statistical Evaluation of Medical Tests for Classification and Prediction
ISBN-13:
9780191588617
Veröffentl:
2003
Seiten:
0
Autor:
Margaret Sullivan Pepe
Serie:
28, Oxford Statistical Science
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
2 - DRM Adobe
Sprache:
Englisch
Beschreibung:
This book describes statistical techniques for the design and evaluation of research studies on medical diagnostic tests, screening tests, biomarkers and new technologies for classification and prediction in medicine.
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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