n = 100; Missingness Proportion = 0.1

n = 100; Missingness Proportion = 0.3

β1

β2

β3

β4

β5

β1

β2

β3

β4

β5

COMPLETE

MEAN BIAS

Unconditional MLE

−0.026545

0.24095968

−0.514189

0.0331084

0.0151653

−0.121217

−0.042608

−0.017225

−0.10057

−0.007494

Conditional MLE

−0.020124

0.2331836

−0.504822

0.0392261

0.0213423

−0.113572

−0.049014

−0.010339

−0.093025

−0.000911

RMSE

Unconditional MLE

0.1903491

0.6246426

0.7734177

0.2703348

0.2503745

0.290803

0.7891205

0.3798074

0.3904801

0.4347148

Conditional MLE

0.1880342

0.6183119

0.7646331

0.2694574

0.2492443

0.2857267

0.7839511

0.3763995

0.3858615

0.4316825

β1

β2

β3

β4

β5

β1

β2

β3

β4

β5

MICE Scenario S1

MEAN BIAS

Unconditional MLE

0.2516552

−0.1866761

0.0728258

0.198762

0.1076809

0.3508914

−0.344938

0.3547572

0.6271577

0.0110344

Conditional MLE

0.2560313

−0.1912559

0.0781992

0.2034946

0.1129867

0.3547193

−0.348851

0.3585348

0.6293101

−0.005292

RMSE

Unconditional MLE

0.2683889

0.5899517

0.4640846

0.241681

0.4630161

0.4446144

0.6090167

0.4263495

0.6553556

0.4012151

Conditional MLE

0.2722989

0.5882402

0.4620065

0.2450236

0.4615298

0.4465738

0.608885

0.4287747

0.6571148

0.3986212

β1

β2

β3

β4

β5

β1

β2

β3

β4

β5

MICE Scenario S2

MEAN BIAS

Unconditional MLE

0.2494054

−0.2407727

0.1914832

0.1928121

0.0773211

0.167047

−0.600057

0.3503351

0.6186948

0.3321584

Conditional MLE

0.2538035

−0.2450332

0.1961337

0.1976235

0.4885013

0.1719428

−0.602205

0.3539004

0.6209644

0.3360003

RMSE

Unconditional MLE

0.2671482

0.7220803

0.4666194

0.2830729

0.0828817

0.295708

0.6825274

0.4383071

0.7377291

0.5565751

Conditional MLE

0.2711105

0.7198476

0.4660972

0.2853809

0.4864855

0.2971254

0.6835531

0.4403339

0.7383632

0.5568191

β1

β2

β3

β4

β5

β1

β2

β3

β4

β5

SFB

MEAN BIAS

Unconditional MLE

0.2067982

−0.2604658

−0.02578

0.0550596

−0.022355

0.0145467

−0.628817

−0.111558

0.2182149

0.1355094

Conditional MLE

0.2114806

−0.2646177

−0.019777

0.0607217

−0.016193

0.0204732

0.6309121

−0.105140

0.2230226

0.1407483

RMSE

Unconditional MLE

0.2349832

0.7415248

0.387904

0.1675892

0.4943286

0.3062883

0.958299

0.3021251

0.4577116

0.595593

Conditional MLE

0.2388453

0.7391579

0.3850371

0.168586

0.4909875

0.3044948

0.9566361

0.2984249

0.4577738

0.5935283