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Table 5 VECM/VAR Granger Causality Test.

From: Capitalization and profitability: applicability of capital theories in BRICS banking sector

Models

Model 1:

CAR does not Granger Causes ROA

Model 2:

CAR does not Granger Causes ROE

Model 3:

CR does not Granger Causes ROA

Model 4:

CR does not Granger Causes ROE

Model 5:

ROA does not Granger Causes CAR

Model 6:

ROE does not Granger Causes CAR

Model 7:

ROA does not Granger Causes CR

Model 8:

ROE does not Granger Causes CR

Statistics

Coef.

Prob.

Coef.

Prob.

Coef.

Prob.

Coef.

Prob.

Coef.

Prob.

Coef.

Prob.

Coef.

Prob.

Coef.

Prob.

Long run

BRICS

0.008

0.847***

0.006

0.349**

− 0.291

0.014**

0.039

0.025*

− 0.151

0.000***

− 1.121

0.000***

− 0.177

0.000***

− 0.122

0.000***

Brazil

− 0.277

0.064*

− 0.405

0.054*

0.227

0.0674*

0.139

0.081*

− 1.823

0.004**

− 1.370

0.004**

− 0.941

0.000***

− 0.888

0.000***

Russia

− 0.277

0.064*

− 0.405

0.054*

0.227

0.0674*

0.139

0.081*

1.355

0.104

1.370

0.104

0.941

0.105

0.888

0.111

India

− 0.130

0.039**

− 0.079

0.053*

− 0.389

0.048**

− 0.411

0.043**

− 0.522

0.039**

− 0.669

0.028**

− 0.178

0.017**

− 0.230

0.023**

China

− 0.742

0.055*

− 0.158

0.000***

− 0.469

0.104

− 0.338

0.002***

0.012

0.867

1.012

0.890

0.020

0.115

0.837

0.203

South Africa

− 0.065

0.030**

− 0.422

0.137

− 1.008

0.011**

− 0.415

0.021**

− 0.065

0.505*

− 0.422

0.0137**

− 1.008

0.011**

− 0.415

0.021**

Short run

                

BRICS

2.419

0.298

2.242

0.325

3.839

0.146

0.402

0.817

0.233

0.089*

0.609

0.073*

7.222

0.027**

1.045

0.593**

Brazil

0.409

0.814

0.285

0.867

0.243

0.885

0.306

0.857

7.330

0.025**

8.138

0.017**

14.06

0.000***

13.58

0.001***

Russia

0.409

0.814

0.285

0.867

0.038

0.726

0.306

0.857

7.330

0.025**

8.138

0.017**

14.06

0.000***

13.58

0.1001

India

1.373

0.503

1.052

0.590

0.100

0.950

0.097

0.952

1.708

0.425

1.264

0.531

2.058

0.357

2.101

0.349

China

1.527

0.465

2.786

0.248

0.945

0.623

0.551

0.759

2.732

0.255

1.568

0.456

2.550

0.279

2.246

0.325

South Africa

5.128

0.070*

6.111

0.047**

1.850

0.396

1.825

0.401

5.128

0.077*

6.111

0.047**

1.850

0.039*

1.825

0.0401**

  1. *, **, *** indicates the rejection of the null preposition at the 10%, 5% and 1% significance level