Listwise deletion: Complete Case Analysis (CCA)

Missingness under MAR

Percentage Missing

Accuracy

Sensitivity

Specificity

AUC

Original Complete Data

0.9726

0.3058824

0.9960663

0.9510306

7%

0.9862543

0.1666667

0.9991274

0.937443

10%

0.98733896

0.08333333

0.99954975

0.9465462

30%

0.99242424

0.01960784

1.000000

0.9642857

50%

0.9946667

0

0.999665

0.9107317

80%

-

-

-

0.9230769

Missingness under MNAR

Percentage Missing

Accuracy

Sensitivity

Specificity

AUC

Original Complete Data

0.9726

0.3058824

0.9960663

0.9510306

7%

0.9783076

0.2586207

0.9966960

0.9570831

10%

0.9824522

0.2282609

0.9981859

0.95467

30%

0.9851515

0.2203390

0.9990744

0.9755696

50%

0.9840000

0.3064516

0.9982982

0.9683496

80%

0.9839519

0.1176471

0.9989796

0.9497348

Missingness under MCAR

Percentage Missing

Accuracy

Sensitivity

Specificity

AUC

Original Complete Data

0.9726

0.3058824

0.9960663

0.9510306

7%

0.974348

0.316129

0.9969047

0.955583

10%

0.9724244

0.2792208

0.9968029

0.9501156

30%

0.9743954

0.3478261

0.9955882

0.9374005

50%

0.9742063

0.3956044

0.9958831

0.9388399

80%

0.9714286

0.2413793

0.9936909

0.9545671