Effect measures for diagnostic accuracy test / prediction model»
1. Calculate diagnostic accuracy test effect measures
Based on the data from a 2x2 table
Calculate sensitivity, specificity, PPV, NPV, diagnostic odds ratio, etc.
Calculate Kappa value and Perform McNemar test
2. Estimate standard error or confidence interval based on AUC value and related information.
If the literature only reports the AUC value and does not report its confidence interval, the standard error and confidence interval can be estimated based on the AUC, sample size, and other information.