Case (i)

Case (ii)

Case (iii)

BIC

GACV

GCV

BS

BIC

GACV

GCV

BS

BIC

GACV

GCV

BS

n = 100

IABIAS

30.954

34.347

31.649

43.095

31.263

35.429

31.520

46.884

50.598

54.612

52.022

63.973

6.074

6.498

6.170

8.037

6.626

7.611

6.604

11.695

9.431

12.712

9.376

14.377

MISE

16.093

20.245

16.762

37.521

16.510

21.848

16.727

60.375

38.319

59.115

40.487

89.844

5.979

14.659

6.219

56.611

6.612

18.404

6.645

185.554

21.209

334.487

23.024

328.872

DF

1253.243

1429.974

1292.463

-

1210.361

1395.702

1228.656

-

1281.472

1445.200

1338.260

-

99.732

100.901

95.411

-

108.539

110.258

98.756

-

106.142

108.857

104.281

-

n = 300

IABIAS

18.762

20.381

19.606

23.643

16.979

18.632

17.519

22.294

34.039

36.581

36.376

40.696

3.338

3.458

3.426

3.644

3.176

3.521

3.287

3.838

6.588

6.406

6.537

6.289

MISE

5.888

6.823

6.358

9.179

4.972

5.794

5.183

8.317

19.121

21.600

21.393

26.320

1.962

2.180

2.087

2.752

1.830

2.143

1.893

2.961

9.197

9.268

9.422

9.832

DF

1258.010

1457.920

1363.208

-

1205.782

1408.397

1284.380

-

1325.434

1518.928

1496.542

-

65.165

70.682

71.458

-

67.726

71.847

63.174

-

70.470

71.405

87.412

-

n = 500

IABIAS

15.087

16.093

15.705

18.229

13.501

14.360

13.814

16.558

29.910

31.766

31.988

34.599

2.561

2.696

2.665

2.910

2.225

2.417

2.284

2.715

7.169

6.858

6.965

6.741

MISE

3.816

4.257

4.075

5.438

3.160

3.452

3.231

4.568

16.721

18.253

18.463

20.914

1.230

1.357

1.301

1.651

1.041

1.137

1.052

1.470

11.018

10.847

10.949

10.939

DF

1281.520

1484.408

1406.453

-

1233.752

1437.042

1329.486

-

1360.986

1560.749

1586.328

-

56.717

62.400

68.205

-

54.702

65.378

57.779

-

70.218

67.571

92.849

-