n = 250; Missingness Proportion = 0.1

n = 250; Missingness Proportion = 0.3

β1

β2

β3

β4

β5

β1

β2

β3

β4

β5

COMPLETE

MEAN BIAS

Unconditional MLE

−0.033774

−0.338095

0.1962007

0.0212008

0.3798605

−0.106748

−0.109786

0.0455062

0.0197634

0.1412802

Conditional MLE

−0.031226

−0.339734

0.1981616

0.0236182

0.3813705

−0.104002

−0.111927

0.0478644

0.0221668

0.1433672

RMSE

Unconditional MLE

0.1686476

0.6090461

0.3114705

0.2138064

0.4685767

0.1755561

0.4067052

0.13352

0.1034421

0.2222687

Conditional MLE

0.1677631

0.6088706

0.3122318

0.2135

0.4694655

0.1735325

0.4063504

0.1340535

0.1036447

0.2233176

β1

β2

β3

β4

β5

β1

β2

β3

β4

β5

MICE Scenario S1

MEAN BIAS

Unconditional MLE

0.1028953

−0.505525

0.4068535

0.0889948

0.3423036

0.2704451

−0.494219

0.458424

0.3653706

0.2217551

Conditional MLE

0.1050316

−0.506706

0.4082471

0.0911703

0.3438477

0.272087

−0.495332

0.4596349

0.3667752

0.2234763

RMSE

Unconditional MLE

0.1958269

0.6939537

0.4962603

0.1979744

0.42408

0.2815245

0.5410733

0.4780227

0.3752274

0.2853882

Conditional MLE

0.1966131

0.6940114

0.4970059

0.1985627

0.4250075

0.2830576

0.5419056

0.4790938

0.3765496

0.286484

β1

β2

β3

β4

β5

β1

β2

β3

β4

β5

MICE Scenario S2

MEAN BIAS

Unconditional MLE

0.1291901

−0.492033

0.4363771

0.1278418

0.302608

0.22545

−0.307334

0.5329577

0.3443494

0.3621379

Conditional MLE

0.1312643

−0.493249

0.4376999

0.1299188

0.3042428

0.2271924

−0.308922

0.5339932

0.3458157

0.3635396

RMSE

Unconditional MLE

0.2324665

0.6988569

0.4736992

0.2033485

0.4062817

0.2693463

0.437152

0.5613183

0.3627137

0.3620414

Conditional MLE

0.2332313

0.6988575

0.4747516

0.2043669

0.407102

0.2706187

0.4377978

0.5621783

0.3640218

0.3733636

β1

β2

β3

β4

β5

β1

β2

β3

β4

β5

SFB

MEAN BIAS

Unconditional MLE

0.0109037

−0.380619

0.2890443

0.0321049

0.3811126

−0.018110

−0.249828

0.1437004

0.032043

0.2542767

Conditional MLE

0.0132911

−0.382121

0.290744

0.0344481

0.3825821

−0.015741

−0.251541

0.1457413

0.0342991

0.2560121

RMSE

Unconditional MLE

0.1713281

0.6413936

0.4161804

0.2355166

0.464298

0.1907921

0.8706938

0.1615806

0.1253551

0.3311532

Conditional MLE

0.1710827

0.6412323

0.4168407

0.235269

0.4651764

0.1901571

0.869403

0.16331

0.1256505

0.3321965