Lag order selection, stationarity and bound test
| Lag order selection | ||||||
|---|---|---|---|---|---|---|
| Lag | LogL | LR | FPE | AIC | SC | HQ |
| 0 | 107.564 | NA | 1.22e−10 | −5.804 | −5.537 | −5.712 |
| 1 | 232.648 | 200.135* | 7.73e−13 | −10.894* | −9.028* | −10.249* |
| 2 | 269.784 | 46.685 | 8.77e−13* | −10.959 | −7.493 | −9.7626 |
| Lag order selection | ||||||
|---|---|---|---|---|---|---|
| Lag | LogL | LR | FPE | AIC | SC | HQ |
| 0 | 107.564 | NA | 1.22e−10 | −5.804 | −5.537 | −5.712 |
| 1 | 232.648 | 200.135* | 7.73e−13 | −10.894* | −9.028* | −10.249* |
| 2 | 269.784 | 46.685 | 8.77e−13* | −10.959 | −7.493 | −9.7626 |
| Stationarity tests | ||||
|---|---|---|---|---|
| ADF test | PP test | |||
| Variable | Const. and trend | Const. and trend | Const. and trend | Const. and trend |
| Levels | 1st difference | Levels | 1st difference | |
| FDI | −2.795 | −5.281*** | −2.907 | −5.235*** |
| GEX | −3.041 | −6.109*** | −3.195 | −8.286*** |
| INF | −4.002** | −6.313*** | −5.485*** | −17.662*** |
| REER | −2.524 | −6.482*** | −1.862 | −6.831*** |
| AGR | −2.491 | −6.937*** | −2.439* | −8.262*** |
| TB | −0.030 | −4.428*** | −0.136 | −6.254*** |
| Stationarity tests | ||||
|---|---|---|---|---|
| ADF test | PP test | |||
| Variable | Const. and trend | Const. and trend | Const. and trend | Const. and trend |
| Levels | 1st difference | Levels | 1st difference | |
| FDI | −2.795 | −5.281*** | −2.907 | −5.235*** |
| GEX | −3.041 | −6.109*** | −3.195 | −8.286*** |
| INF | −4.002** | −6.313*** | −5.485*** | −17.662*** |
| REER | −2.524 | −6.482*** | −1.862 | −6.831*** |
| AGR | −2.491 | −6.937*** | −2.439* | −8.262*** |
| TB | −0.030 | −4.428*** | −0.136 | −6.254*** |
| Bound test | |||
|---|---|---|---|
| F-statistics | 90% upper bound | 95% upper bound | 99% upper bound |
| 6.692 | 3.79 | 4.25 | 5.23 |
| 90% lower bound | 95% lower bound | 99% lower bound | |
| 2.75 | 3.12 | 3.93 | |
| Bound test | |||
|---|---|---|---|
| 90% upper bound | 95% upper bound | 99% upper bound | |
| 6.692 | 3.79 | 4.25 | 5.23 |
| 90% lower bound | 95% lower bound | 99% lower bound | |
| 2.75 | 3.12 | 3.93 | |
Note(s): * indicates lag order selected by the criterion. LR: sequential modified LR test statistic (each test at 5% level); FPE: Final prediction error; AIC: Akaike information criterion; SC: Schwarz information criterion; HQ: Hannan-Quinn information criterion. Also, *, **, and *** indicate the rejection of the null hypothesis of non-stationary at 10%, 5%, and 1% significance levels
Source(s): Produced from BoG, IMF and WDI data, 2024
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