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. 2023 Jun 20;9(6):e17417. doi: 10.1016/j.heliyon.2023.e17417

Table 6.

The Equilibrium Correction Mechanism (ECM) on Model-1 (conventional determinants).

Variables Engle-Granger VAR ARDL
DLY 1.63*** (0.38) 0.99* (0.50) 1.18** (0.50)
DLRP −0.58*** (0.06) −0.49*** (0.09) −0.47*** (0.09)
DLRP(-1) 0.20*** (0.07) 0.38*** (0.10) 0.50*** (0.09)
ECM(-1) −0.70*** (0.10) −0.52*** (0.16) −0.79*** (0.24)
Dummy(TL) −0.008 (0.011) −0.006 (0.01) −0.01 (0.01)
Long-run aggregate demand for imports LM = 1.03 LY – 0.49 LRP – 0.009 LR LM = 1.03 LY – 0.22 LRP – 0.008 LR LM = 0.86 LY – 0.26 LRP – 0.015 LR
Diagnostic tests Observation: 40
R-squared: 0.86
DW: 1.89
AIC: 4.83
SC: 4.57
Normality: 1.69 (p. 0.43)
LM: 1.07 (p. 0.58)
Hetero.: 2.78 (p. 0.83)
ARCH: 3.73 (p. 0.15)
White: 21.12 (p. 0.27)
Ramsey-reset: 2.23 (p. 0.14)
Observation: 38
R-squared: 0.76
DW: 1.44
AIC: 4.37
SC: 4.10
Normality: 0.23 (p. 0.88)
LM: 6.77 (p. 0.03)**
Hetero.: 7.00 (p. 0.32)
ARCH: 0.38 (p. 0.82)
White: 16.14 (p. 0.51)
Ramsey-reset: 2.34 (p. 0.13)
Observation: 38
R-squared: 0.74
DW: 1.48
AIC: 4.32
SC: 4.05
Normality: 0.43 (p. 0.80)
LM: 6.19 (p. 0.04)**
Hetero.: 3.75 (p. 0.70)
ARCH: 0.66 (p. 0.71)
White: 9.66 (p. 0.88)
Ramsey-reset: 5.55 (p. 0.02)**

Notes: Standard errors in parentheses; ***p < 0.01, **p < 0.05, *p < 0.1; TL = Trade Liberalization; OL = Outlier (the EG used year 2004 and 2017, and the ARDL used year 2004 as outliers).