Characteristics | Methodology | Criteria |
---|---|---|
Descriptive statistics | Skewness/Kurtosis Statistical distribution Shapiro-Wilk test | Normality |
Correlation | Pearson correlation coefficient Kendall’s tau | Sign and statistical significance of coefficient |
Discrimination | Wilcoxon rank sum test Logit analysis | Sign and statistical significance of difference Sign and statistical significance of coefficient |
Adequacy | ROC curve AUROC | AUROC≥0.8 |