The Statistical Evaluation of Medical Tests for Classification and Prediction

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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 ...

The Statistical Evaluation of Medical Tests for Classification and Prediction 2004, Oxford University Press, USA

ISBN-13: 9780198565826

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The Statistical Evaluation of Medical Tests for Classification and Prediction 2003, Oxford University Press, USA, Oxford, England

ISBN-13: 9780198509844

Hardcover

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