Multiple Imputation Method

Missingness under MAR

Percentage Missing

Accuracy

Sensitivity

Specificity

AUC

Original Complete Data

0.9726

0.3058824

0.9960663

0.9510306

7%

0.9757333

0.3388773

0.9968317

0.9501267

10%

0.9742667

0.3190184

0.9963476

0.9509557

30%

0.9756000

0.3702970

0.9966885

0.9493033

50%

0.9751333

0.3447581

0.9966906

0.9542059

80%

0.9752667

0.3265306

0.9971744

0.9479768

Missingness under MNAR

Percentage Missing

Accuracy

Sensitivity

Specificity

AUC

Original Complete Data

0.9726

0.3058824

0.9960663

0.9510306

7%

0.9757333

0.3388773

0.9968317

0.9501267

10%

0.9742667

0.3190184

0.9963476

0.9509557

30%

0.9756000

0.3702970

0.9966885

0.9493033

50%

0.9751333

0.3447581

0.9966906

0.9542059

80%

0.9752667

0.3265306

0.9971744

0.9479768

Missingness under MCAR

Percentage Missing

Accuracy

Sensitivity

Specificity

AUC

Original Complete Data

0.9726

0.3058824

0.9960663

0.9510306

7%

0.9750000

0.3326572

0.9968291

0.9505351

10%

0.9748667

0.3360324

0.9966221

0.9499557

30%

0.9746667

0.3490196

0.9966874

0.9507702

50%

0.9761333

0.3382353

0.9970394

0.9552228

80%

0.9742000

0.3340000

0.9962759

0.9501424