Results of ADF test and PP test
| Model with constant term [level Form] | Model with constant and trend terms [level Form] | ||||
|---|---|---|---|---|---|
| Variables | ADF (p-value) | PP (p-value) | Variables | ADF (p-value) | PP (p-value) |
| B_GDP | 0.3771 | 0.4421 | B_GDP | 0.1273 | 0.0029** |
| B_REN | 0.9684 | 0.9999 | B_REN | 0.0900* | 0.0782* |
| B_UNE | 0.6052 | 0.8118 | B_UNE | 0.2064 | 0.2091 |
| I_GDP | 0.0018** | 0.0025** | I_GDP | 0.0060** | 0.0074** |
| I_REN | 0.6697 | 0.6697 | I_REN | 0.9342 | 0.9089 |
| I_UNE | 0.3517 | 0.2779 | I_UNE | 0.9974 | 0.1705 |
| P_GDP | 0.0088** | 0.0088** | P_GDP | 0.0423** | 0.0422** |
| P_REN | 0.5606 | 0.5600 | P_REN | 0.3644 | 0.3471 |
| P_UNE | 0.9788 | 0.9875 | P_UNE | 0.9996 | 0.9871 |
| S_GDP | 0.0117** | 0.0117** | S_GDP | 0.0569* | 0.0569* |
| S_REN | 0.6300 | 0.6315 | S_REN | 0.5221 | 0.5502 |
| S_UNE | 0.0665* | 0.0733 | S_UNE | 0.9870 | 0.9852 |
| Model with constant term [level Form] | Model with constant and trend terms [level Form] | ||||
|---|---|---|---|---|---|
| Variables | ADF ( | PP ( | Variables | ADF ( | PP ( |
| B_GDP | 0.3771 | 0.4421 | B_GDP | 0.1273 | 0.0029** |
| B_REN | 0.9684 | 0.9999 | B_REN | 0.0900* | 0.0782* |
| B_UNE | 0.6052 | 0.8118 | B_UNE | 0.2064 | 0.2091 |
| I_GDP | 0.0018** | 0.0025** | I_GDP | 0.0060** | 0.0074** |
| I_REN | 0.6697 | 0.6697 | I_REN | 0.9342 | 0.9089 |
| I_UNE | 0.3517 | 0.2779 | I_UNE | 0.9974 | 0.1705 |
| P_GDP | 0.0088** | 0.0088** | P_GDP | 0.0423** | 0.0422** |
| P_REN | 0.5606 | 0.5600 | P_REN | 0.3644 | 0.3471 |
| P_UNE | 0.9788 | 0.9875 | P_UNE | 0.9996 | 0.9871 |
| S_GDP | 0.0117** | 0.0117** | S_GDP | 0.0569* | 0.0569* |
| S_REN | 0.6300 | 0.6315 | S_REN | 0.5221 | 0.5502 |
| S_UNE | 0.0665* | 0.0733 | S_UNE | 0.9870 | 0.9852 |
| Model with constant term [Difference Form] | Model with constant and trend terms [Difference Form] | ||||
|---|---|---|---|---|---|
| Variables | ADF (p-value) | PP (p-value) | Variables | ADF (p-value) | PP (p-value) |
| ∆B_GDP | 0.0000*** | 0.0001*** | ∆B_GDP | 0.0000*** | 0.0000*** |
| ∆B_REN | 0.0014*** | 0.0000*** | ∆B_REN | 0.0083*** | 0.0000*** |
| ∆B_UNE | 0.0002*** | 0.0000*** | ∆B_UNE | 0.0013*** | 0.0000*** |
| ∆I_GDP | 0.0002*** | 0.0000*** | ∆I_GDP | 0.0009*** | 0.0000*** |
| ∆I_REN | 0.0003*** | 0.0003*** | ∆I_REN | 0.0015*** | 0.0015*** |
| ∆I_UNE | 0.0141** | 0.0000*** | ∆I_UNE | 0.0000*** | 0.0000*** |
| ∆P_GDP | 0.0000*** | 0.0000*** | ∆P_GDP | 0.0000*** | 0.0000*** |
| ∆P_REN | 0.0004*** | 0.0004*** | ∆P_REN | 0.0016*** | 0.0016*** |
| ∆P_UNE | 0.0354** | 0.0003*** | ∆P_UNE | 0.0000*** | 0.0000*** |
| ∆S_GDP | 0.0000*** | 0.0000*** | ∆S_GDP | 0.0000*** | 0.0000*** |
| ∆S_REN | 0.0000*** | 0.0000*** | ∆S_REN | 0.0002*** | 0.0002*** |
| ∆S_UNE | 0.0057*** | 0.0049*** | ∆S_UNE | 0.0017*** | 0.0018*** |
| Model with constant term [Difference Form] | Model with constant and trend terms [Difference Form] | ||||
|---|---|---|---|---|---|
| Variables | ADF ( | PP ( | Variables | ADF ( | PP ( |
| ∆B_GDP | 0.0000*** | 0.0001*** | ∆B_GDP | 0.0000*** | 0.0000*** |
| ∆B_REN | 0.0014*** | 0.0000*** | ∆B_REN | 0.0083*** | 0.0000*** |
| ∆B_UNE | 0.0002*** | 0.0000*** | ∆B_UNE | 0.0013*** | 0.0000*** |
| ∆I_GDP | 0.0002*** | 0.0000*** | ∆I_GDP | 0.0009*** | 0.0000*** |
| ∆I_REN | 0.0003*** | 0.0003*** | ∆I_REN | 0.0015*** | 0.0015*** |
| ∆I_UNE | 0.0141** | 0.0000*** | ∆I_UNE | 0.0000*** | 0.0000*** |
| ∆P_GDP | 0.0000*** | 0.0000*** | ∆P_GDP | 0.0000*** | 0.0000*** |
| ∆P_REN | 0.0004*** | 0.0004*** | ∆P_REN | 0.0016*** | 0.0016*** |
| ∆P_UNE | 0.0354** | 0.0003*** | ∆P_UNE | 0.0000*** | 0.0000*** |
| ∆S_GDP | 0.0000*** | 0.0000*** | ∆S_GDP | 0.0000*** | 0.0000*** |
| ∆S_REN | 0.0000*** | 0.0000*** | ∆S_REN | 0.0002*** | 0.0002*** |
| ∆S_UNE | 0.0057*** | 0.0049*** | ∆S_UNE | 0.0017*** | 0.0018*** |
Note(s): *Significant at 10% level; **significant at 5% level; and *** significant at 1% level
Source(s): Findings by authors
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