Download PDF The Statistical Evaluation of Medical Tests for Classification and Prediction (Oxford Statistical Science Series)

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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 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. The Statistical Evaluation of Medical Tests for The Statistical Evaluation of Medical Tests for Classification and Prediction (Oxford Statistical Science Series) eBook: The Statistical Evaluation of Medical Tests for of tests for classification or prediction The Statistical Evaluation of Medical Tests for and Prediction Oxford statistical science series The Statistical Evaluation of Medical Tests for The Statistical Evaluation of Medical Tests for Classification and Prediction The Statistical Evaluation of Medical statistical classification The Statistical Evaluation Of Medical Tests For Shop The Statistical Evaluation Of Medical Tests For Classification And Prediction (Oxford Statistical Science Series tests for classification or prediction The Statistical Evaluation of Medical Tests for The Statistical Evaluation of Medical Tests for Classification and Prediction (Oxford Statistical Science Series): Tests for Classification and Prediction 9780198509844: The Statistical Evaluation of Medical Tests The Statistical Evaluation of Medical Tests for Classification and Prediction (Oxford Statistical Science Series) of Medical Tests for Classification 0198565828 - The Statistical Evaluation of Medical Tests The Statistical Evaluation of Medical Tests for and Prediction (Oxford Statistical Science Series) for Classification and Prediction (Oxford The Statistical Evaluation of Medical Tests for The Statistical Evaluation of Medical Tests for Classification and Prediction (Oxford Statistical Science Series of Medical Tests for Classification and The Statistical Evaluation of Medical Tests for The Statistical Evaluation of Medical Tests for Classification and Prediction Margaret Sullivan Pepe Oxford Statistical Science Series The Statistical Evaluation of Medical Tests for The Statistical Evaluation of Medical Tests for Prediction Oxford Statistical Science Series may of Medical Tests for Classification and
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