Long and short-run asymmetry results (Model 16)
| Asymmetry results | Long-run effect (+) | Long-run effect (−) | ||||
| Variables | Coef. | F-stat | p-value | Coef. | F-stat | p-value |
| GFD | 4.710 | 7.792 | 0.011* | −0.071 | 4.236 | 0.049** |
| CMR | −1.968 | 23.80 | 0.000* | 0.522 | 4.466 | 0.046** |
| GDPFC | −1.605 | 20.41 | 0.000* | 1.911 | 22.06 | 0.000* |
| TO | −0.389 | 2.012 | 0.170 | −0.723 | 3.542 | 0.073*** |
| OPI | 0.065 | 2.063 | 0.165 | −0.048 | 0.805 | 0.379 |
| Long-run asymmetry | Short-run asymmetry | |||||
| WLR | WSR | |||||
| F-stat | p-value | F-Stat | p-value | |||
| GFD | 4.706 | 0.041** | 3.114 | 0.091*** | ||
| CMR | 18.64 | 0.000* | 8.085 | 0.009* | ||
| GDPFC | 4.516 | 0.045** | 4.584 | 0.044** | ||
| TO | 5.751 | 0.025** | 3.044 | 0.095*** | ||
| OPI | 0.346 | 0.562 | 2.754 | 0.111 | ||
| Cointegration test | FPSS | tBDM | ||||
| 4.450** | −5.759** | |||||
| Model diagnostics | Test statistics | p-value | ||||
| 16.88 | 0.660 | |||||
| 0.315 | 0.574 | |||||
| 2.381 | 0.304 | |||||
| Ramsey F_test | 1.309 | 0.330 | ||||
| Asymmetry results | Long-run effect (+) | Long-run effect (−) | ||||
| Variables | ||||||
| 4.710 | 7.792 | 0.011 | −0.071 | 4.236 | 0.049 | |
| −1.968 | 23.80 | 0.000 | 0.522 | 4.466 | 0.046 | |
| −1.605 | 20.41 | 0.000 | 1.911 | 22.06 | 0.000 | |
| −0.389 | 2.012 | 0.170 | −0.723 | 3.542 | 0.073 | |
| 0.065 | 2.063 | 0.165 | −0.048 | 0.805 | 0.379 | |
| 4.706 | 0.041 | 3.114 | 0.091 | |||
| 18.64 | 0.000 | 8.085 | 0.009 | |||
| 4.516 | 0.045 | 4.584 | 0.044 | |||
| 5.751 | 0.025 | 3.044 | 0.095 | |||
| 0.346 | 0.562 | 2.754 | 0.111 | |||
| 4.450 | −5.759 | |||||
| 16.88 | 0.660 | |||||
| 0.315 | 0.574 | |||||
| 2.381 | 0.304 | |||||
| Ramsey | 1.309 | 0.330 | ||||
Notes:
INF= f (GFD, CMR, GDPFC, TO, OPI). Note: FPSS and tBDM are the long-run cointegration test statistics. *; ** and *** denote the 1%, 5% and 10% significance levels, respectively. represent the portmanteau serial correlation test, denote the Breusch-Pagan-Godfrey heteroskedasticity test, Ramsey F is the RESET test and finally the Jarque-Bera normality test is denoted by . General to specific approach is followed, with an initial set up comprising max p = max q = 2. The relevant 5% and 10% upper bound critical values of tBDM for k = 5 (without taking partial decomposition into consideration) are −4.19 and −3.86 and for k = 10 (when partial sum decompositions are independently treated as regressors) are −5.03 and −4.69. Similarly, for the FPSS test the relevant 5% and 10% upper bound critical values for k = 5 are 3.79 and 3.35 and for k = 10 are 3.24 and 2.94, respectively