n = 50; Missingness Proportion = 0.1

n = 50; Missingness Proportion = 0.3

β1

β2

β3

β4

β5

β1

β2

β3

β4

β5

COMPLETE

MEAN BIAS

Unconditional MLE

−0.01948

0.9563067

0.076651

−0.20602

−0.34778

−0.29096

−0.82596

0.292075

0.069342

0.596753

Conditional MLE

−0.00628

0.9315125

0.089306

−0.19033

−0.32975

−0.27317

−0.82661

0.301872

0.082179

0.601159

RMSE

Unconditional MLE

0.100592

0.9802211

0.663606

0.325063

0.601057

0.318272

1.288141

0.343586

0.392112

0.743191

Conditional MLE

0.097009

0.9553502

0.65524

0.311907

0.584319

0.300971

1.271672

0.350927

0.388685

0.743756

β1

β2

β3

β4

β5

β1

β2

β3

β4

β5

MICE Scenario S1

MEAN BIAS

Unconditional MLE

0.260258

0.315379

−0.04065

0.077421

−0.32268

0.072915

−0.7043

0.437056

0.740201

0.961871

Conditional MLE

0.269598

0.2999076

−0.02794

0.088921

−0.30704

0.084884

−0.70791

0.443984

0.743824

0.964775

RMSE

Unconditional MLE

0.442549

0.7217758

0.448681

0.318831

0.423346

0.26687

0.717729

0.51911

0.854839

1.13552

Conditional MLE

0.444147

0.708346

0.440965

0.317421

0.409483

0.266817

0.721077

0.522946

0.854584

1.089705

β1

β2

β3

β4

β5

β1

β2

β3

β4

β5

MICE Scenario S2

MEAN BIAS

Unconditional MLE

0.172859

0.1821702

0.485272

0.046385

−0.22299

−0.21347

−0.84115

0.54682

0.455508

1.017005

Conditional MLE

0.182857

0.168391

0.491847

0.05799

−0.20836

−0.19687

−0.8445

0.553073

0.463835

1.017086

RMSE

Unconditional MLE

0.244211

0.4820251

0.578371

0.222941

0.559952

0.568807

0.923257

0.5683

0.888667

1.158646

Conditional MLE

0.24961

0.4719167

0.581505

0.222594

0.548313

0.554065

0.923173

0.573325

0.882903

1.155659

β1

β2

β3

β4

β5

β1

β2

β3

β4

β5

SFB

MEAN BIAS

Unconditional MLE

0.026126

0.555159

−0.09357

−0.18414

−0.25881

−0.41306

−1.46703

1.312149

0.470652

1.607761

Conditional MLE

0.038599

0.5361739

−0.07908

−0.16905

−0.24241

−0.39283

−1.45872

1.305119

0.47851

1.597364

RMSE

Unconditional MLE

0.29805

0.6776598

0.736881

0.349123

0.486108

0.780638

1.741855

1.710453

0.761253

2.172038

Conditional MLE

0.294392

0.6596904

0.723509

0.33722

0.47286

0.759586

1.72698

1.695001

0.75959

2.150167