A Principal Components Approach to Cross-Section Dependence in Panels



Table 2B. Monte Carlo simulation results

N = 30,T = 25,7k^U[015i1.5]1Pdk=Pz=0191σd^^U[0.5,-L.5]

A) Regression I

Mean

SSD

Min.

Max.

Skew.

Kurt-3

MG________________________________

ʌ
^

1.4443

.1499

1.1098

1.9150

.3441

-.2593

ʌ

SEι(θ)

.0456

.0090

.0248

.0750

.4310

-.0399

FE_________________________________________

ʌ
^

1.4104

.1405

1.0860

1.8757

.2773

-.2972

ʌ

SEι(θ)

.0253

.0018

.0192

.0319

.0469

.5201

POLS_______________________________________

ʌ
^

1.2865

.1238

1.0495

1.7040

.6528

.2045

ʌ

SEι(θ)

.0224

.0020

.0169

.0324

.4613

1.2229

B) Regression II

Mean

SSD

Min.

Max.

Skew.

Kurt-3

MG_________________________________

ʌ
b

1.1053

.1215

.9606

1.9167

2.9186

12.1884

ʌ

SEi (b)

.0312

.0071

.0173

.0669

1.2112

2.5237

FE__________________________________________

ʌ
b

1.0793

.1022

.9661

1.8435

3.1859

14.5451

ʌ

SEi (b)

.0230

.0018

.0186

.0291

.3763

-.1251

POLS________________________________________

ʌ
b

1.0514

.0804

.8759

1.6655

3.5172

18.5723

ʌ

SEi (b)

.0187

.0025

.01389

.0344

1.2047

3.1074

24



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