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Table 8 Panel Granger cause test.

From: The impact of macroeconomic and institutional environment on NPL of developing and developed countries

Null Hypothesis (H0)

Developing countries

UMIC

LMIC

LIC

HIC

Test statistics

Test statistics

Test statistics

Test statistics

Test statistics

Z-bar (P-value)

Z-bar (P-value)

Z-bar (P-value)

Z-bar (P-value)

Z-bar (P-value)

PCREDIT does not Granger cause NPL

19.88* (0.000)

19.54* (0.000)

12.13* (0.000)

6.68* (0.000)

16.56* (0.000)

NPL does not Granger cause PCREDIT

10.33* (0.000)

8.38* (0.000)

14.35* (0.000)

3.19* (0.001)

7.67* (0.002)

GDP does not Granger cause NPL

5.48* (0.000)

5.34* (0.000)

4.57* (0.000)

1.23 (0.216)

3.73* (0.000)

NPL does not Granger cause GDP

2.22* (0.02)

4.34* (0.01)

0.57 (0.56)

2.71* (0.00)

3.17* (0.000)

  1. *Indicate value at 5% significance level