Skip to main content
. 2021 Apr 10;28(32):43669–43683. doi: 10.1007/s11356-021-13805-w

Table 5.

Nonlinear ARDL long- and short-run results

Long-run estimation Short-run estimation
Variables Coeff Std Error t-stat P-value Variables Coeff Std Error t-stat P-value
GDP+ −0.004*** 0.001 −4.975 0.000 GDP+ −0.004*** 0.001 −6.658 0.000
GDP 0.009*** 0.001 7.254 0.000 GDP 0.009*** 0.001 9.241 0.000
IQ+ −0.649*** 0.042 −15.64 0.000 IQ+ −0.649*** 0.030 −21.54 0.000
IQ 0.524*** 0.033 15.83 0.000 IQ 0.524*** 0.022 23.31 0.000
FDI+ 0.908*** 0.081 11.17 0.000 FDI+ 0.908*** 0.056 16.31 0.000
FDI −0.034 0.061 −0.550 0.584 FDI −0.034 0.035 −0.955 0.343
FF+ 3.323*** 0.089 37.27 0.000 FF+ 3.323*** 0.062 53.91 0.000
FF 4.193*** 0.313 13.37 0.000 FF 4.193*** 0.209 20.00 0.000
RE+ −2.634*** 0.789 −3.337 0.002 RE+ −2.634*** 0.538 −4.892 0.000
RE 2.786 2.330 1.196 0.237 RE 2.788** 1.351 2.063 0.044
C 1.232*** 0.199 6.199 0.000 ECT(-) −0.004*** 0.001 −7.221 0.000
Diagnostic tests
R2 0.996
AdjR2 0.995
DW statistics 2.18
F-statistics 825.1 [0.000]
Bound tests F=3.99998** K=10 @ 5% I(0)=2.3 I(1)=3.5
Bound tests t=−7.22166*** K=10 @ 1% I(0)= −3.9 I(1)= −5.9
χ2 LM 0.111 [0.963]
χ2 HET 31.79 [0.104]

*, **, and *** mirror 10%, 5%, and 1% significance level, respectively