Case (i)

Case (ii)

Case (iii)

BIC

GACV

GCV

BS

BIC

GACV

GCV

BS

BIC

GACV

GCV

BS

n = 100

IABIAS

29.835

33.621

30.643

43.104

29.550

34.495

30.006

46.696

49.812

54.306

51.422

64.237

6.069

6.499

6.140

8.036

7.027

7.847

7.026

10.649

9.797

12.765

9.684

16.827

MISE

14.581

19.176

15.379

37.450

14.436

20.481

14.873

54.989

37.339

58.578

39.666

106.553

5.875

14.661

6.106

54.348

6.459

17.833

6.547

135.870

20.192

329.668

22.028

587.813

DF

1227.584

1409.248

1267.132

-

1181.893

1376.901

1204.128

-

1260.861

1429.779

1318.995

-

106.715

106.075

102.198

-

106.072

109.127

100.670

-

104.080

111.360

108.925

-

n = 300

IABIAS

17.885

19.834

18.962

23.643

15.972

17.978

16.595

22.295

33.432

36.265

36.146

40.697

3.370

3.529

3.476

3.645

3.363

3.624

3.413

3.838

6.675

6.458

6.577

6.291

MISE

5.188

6.407

5.852

9.179

4.225

5.348

4.552

8.318

18.751

21.386

21.270

26.320

1.845

2.161

2.036

2.753

1.671

2.089

1.783

2.961

9.249

9.319

9.419

9.831

DF

1196.849

1407.369

1314.363

-

1142.739

1354.685

1222.428

-

1289.492

1485.475

1471.698

-

68.528

76.614

78.794

-

68.308

77.785

69.231

-

77.216

75.052

88.981

-

n = 500

IABIAS

14.356

15.654

15.113

18.230

12.5844

13.735

12.969

16.557

29.411

31.519

31.803

34.598

2.626

2.768

2.750

2.910

2.4399

2.530

2.388

2.715

7.374

6.952

7.045

6.740

MISE

3.372

4.003

3.740

5.439

2.6288

3.130

2.788

4.567

16.395

18.093

18.354

20.913

1.184

1.354

1.303

1.651

0.9924

1.113

0.993

1.470

11.118

10.905

11.013

10.937

DF

1210.032

1426.518

1339.452

-

1157.6377

1365.706

1251.546

-

1317.323

1522.904

1553.775

-

61.335

68.784

73.771

-

52.0414

68.176

55.066

-

75.347

74.644

103.840

-