ROC analysis for classification and prediction in practice
著者
書誌事項
ROC analysis for classification and prediction in practice
(Chapman & Hall/CRC biostatistics series)
CRC Press, 2023
First edition
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注記
Includes bibliographical references and index.
内容説明・目次
内容説明
Description of basic ROC methodology;
R and STATA code
Example Datasets
Not too technical
Many topics not included in other books
目次
1. Introduction 2. Measures of Diagnostic and Predictive Performance 3. Statistical inference for the ROC curve 4. Comparing ROC curves 5. The ROC surface and k-class classification for k > 2 6. ROC regression 7. Missing data and errors-in-variables in ROC analysis
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