Unit root test
| Series | ADF (C) | ADF (C + T) | P-P (C) | P-P(C + T) | KPSS (C) | KPSS (C + T) |
|---|---|---|---|---|---|---|
| t-value | t-value | t-value | t-value | t-value | t-value | |
| lnGDPt | 2.5896 | −1.1165 | 2.5896 | −0.6066 | 1.542928 | 0.3816 |
| lnPOPt | −0.7461 | −3.0577 | −0.7465 | −1.6056 | 1.0099 | 0.1615 |
| lnSt | −2.6526 | 1.6817 | −2.5174 | −3.1278 | 0.7841 | 0.5806 |
| lnEt | −1.1657 | −2.9472 | −1.3206 | −1.6372 | 0.7781 | 0.1662 |
| ∆lnGDPt | −3.1726b | −3.7577b | −2.9319b | −3.5470b | 0.4424a | 0.1026a |
| ∆lnPOPt | −5.1407a | −4.9064a | −3.7143a | −5.8258 | 0.1131a | 0.1017a |
| ∆lnSt | −2.7346 | −4.1793a | −11.509a | −11.2509a | 0.0604a | 0.0573a |
| ∆lnE | −4.2519a | −4.1521a | −4.2599a | −4.1614a | 0.1481a | 0.1357a |
| Series | ADF (C) | ADF (C + T) | P-P (C) | P-P(C + T) | KPSS (C) | KPSS (C + T) |
|---|---|---|---|---|---|---|
| lnGDPt | 2.5896 | −1.1165 | 2.5896 | −0.6066 | 1.542928 | 0.3816 |
| lnPOPt | −0.7461 | −3.0577 | −0.7465 | −1.6056 | 1.0099 | 0.1615 |
| lnSt | −2.6526 | 1.6817 | −2.5174 | −3.1278 | 0.7841 | 0.5806 |
| lnEt | −1.1657 | −2.9472 | −1.3206 | −1.6372 | 0.7781 | 0.1662 |
| ∆lnGDPt | −3.1726b | −3.7577b | −2.9319b | −3.5470b | 0.4424a | 0.1026a |
| ∆lnPOPt | −5.1407a | −4.9064a | −3.7143a | −5.8258 | 0.1131a | 0.1017a |
| ∆lnSt | −2.7346 | −4.1793a | −11.509a | −11.2509a | 0.0604a | 0.0573a |
| ∆lnE | −4.2519a | −4.1521a | −4.2599a | −4.1614a | 0.1481a | 0.1357a |
Note(s): The Mackinnon (1996) critical values for ADF test are used. Critical values with C (C + T) at the 5% significance are −2.92 (−3.49) and at the 1% significance is −3.56 (−4.14). The critical values for KPSS with C (C + T) at the 5% significance are 0.463 (0.15) and at the 1% significance is 0.739 (0.22). a and b indicate significance at 1%, 5% and 10%, respectively. KPSS, Kwiatkowski et al. (1992, Table 1) refers to testing the null hypothesis of stationarity against the alternative of unit root. C = constant and C + T = constant and trend
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