Estimation outcomes of the EKC hypothesis with one and two-step SYS-GMM
| Regressors | One-step SYS-GMM | Two-step SYS-GMM | ||||||
|---|---|---|---|---|---|---|---|---|
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
| CO2t-1 | 0.9326*** (0.0525) | 0.9486*** (0.0440) | 0.9306*** (0.0527) | 0.9311*** (0.0541) | 0.9024*** (0.0636) | 0.9294*** (0.0520) | 0.8978*** (0.0658) | 0.9055*** (0.0622) |
| Y | 1.3924 (0.9737) | 2.4218*** (0.8628) | 1.1916 (1.0671) | 1.5027* (0.8299) | 1.7643** (0.8455) | 2.3226*** (0.6219) | 1.5732* (0.9654) | 1.8072*** (0.6711) |
| Y2 | −0.0804 (0.0626) | −0.1430*** (0.0528) | −0.068 (0.0681) | −0.0832 (0.0540) | −0.1031* (0.0562) | −0.1384*** (0.0377) | −0.0909 0.0638 | −0.1035** (0.0447) |
| REC | −0.0022 (0.0025) | −0.0022 (0.0024) | −0.0020 (0.0022) | −0.0030 (0.0028) | −0.0023 (0.0025) | −0.0022 (0.0024) | −0.0022 (0.0021) | −0.0029 (0.0027) |
| FDI | 0.0069 (0.0047) | 0.0073 (0.0046) | 0.0070 (0.0048) | 0.0076 (0.0047) | 0.0078** (0.0038) | 0.0069* (0.0037) | 0.0081** (0.0040) | 0.0077* (0.0040) |
| EIA | 0.0051* (0.0032) | 0.0039 (0.0029) | ||||||
| EII | 0.0034 (0.0062) | 0.0030 (0.0063) | ||||||
| EIS | −0.0068* (0.0042) | −0.0051 (0.0037) | ||||||
| TD | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| F (18, 114) | 2432.14 | 2674.18 | 2698.75 | 2372.37 | 1328.92 | 1333.18 | 1345.62 | 1095.32 |
| Prob > F | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| AR(1) | 0.0030 | 0.0020 | 0.003 | 0.002 | 0.0030 | 0.0030 | 0.004 | 0.003 |
| AR(2) | 0.8490 | 0.8650 | 0.846 | 0.852 | 0.8590 | 0.8720 | 0.854 | 0.86 |
| Hansen | 0.1190 | 0.1530 | 0.113 | 0.151 | 0.1190 | 0.1530 | 0.113 | 0.151 |
| Obs | 1,610 | 1,610 | 1,610 | 1,610 | 1,610 | 1,610 | 1,610 | 1,610 |
| Instrument | 26 | 28 | 27 | 29 | 26 | 28 | 27 | 29 |
| Regressors | One-step SYS-GMM | Two-step SYS-GMM | ||||||
|---|---|---|---|---|---|---|---|---|
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
| CO2t-1 | 0.9326*** (0.0525) | 0.9486*** (0.0440) | 0.9306*** (0.0527) | 0.9311*** (0.0541) | 0.9024*** (0.0636) | 0.9294*** (0.0520) | 0.8978*** (0.0658) | 0.9055*** (0.0622) |
| Y | 1.3924 (0.9737) | 2.4218*** (0.8628) | 1.1916 (1.0671) | 1.5027* (0.8299) | 1.7643** (0.8455) | 2.3226*** (0.6219) | 1.5732* (0.9654) | 1.8072*** (0.6711) |
| Y2 | −0.0804 (0.0626) | −0.1430*** (0.0528) | −0.068 (0.0681) | −0.0832 (0.0540) | −0.1031* (0.0562) | −0.1384*** (0.0377) | −0.0909 0.0638 | −0.1035** (0.0447) |
| REC | −0.0022 (0.0025) | −0.0022 (0.0024) | −0.0020 (0.0022) | −0.0030 (0.0028) | −0.0023 (0.0025) | −0.0022 (0.0024) | −0.0022 (0.0021) | −0.0029 (0.0027) |
| FDI | 0.0069 (0.0047) | 0.0073 (0.0046) | 0.0070 (0.0048) | 0.0076 (0.0047) | 0.0078** (0.0038) | 0.0069* (0.0037) | 0.0081** (0.0040) | 0.0077* (0.0040) |
| EIA | 0.0051* (0.0032) | 0.0039 (0.0029) | ||||||
| EII | 0.0034 (0.0062) | 0.0030 (0.0063) | ||||||
| EIS | −0.0068* (0.0042) | −0.0051 (0.0037) | ||||||
| TD | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| 2432.14 | 2674.18 | 2698.75 | 2372.37 | 1328.92 | 1333.18 | 1345.62 | 1095.32 | |
| Prob > | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| AR(1) | 0.0030 | 0.0020 | 0.003 | 0.002 | 0.0030 | 0.0030 | 0.004 | 0.003 |
| AR(2) | 0.8490 | 0.8650 | 0.846 | 0.852 | 0.8590 | 0.8720 | 0.854 | 0.86 |
| Hansen | 0.1190 | 0.1530 | 0.113 | 0.151 | 0.1190 | 0.1530 | 0.113 | 0.151 |
| Obs | 1,610 | 1,610 | 1,610 | 1,610 | 1,610 | 1,610 | 1,610 | 1,610 |
| Instrument | 26 | 28 | 27 | 29 | 26 | 28 | 27 | 29 |
Note(s): Robust standard errors are in parenthesis
Source(s): Author's calculation
Instruments and Lags: We used (Y, REC, FDI); (Y, REC, FDI, EIA); (Y, REC, FDI, EII) and (Y, REC, FDI, EIA, EII, EIS) as instruments with lags 2 to 3 in the estimated model (1–4) and (5–8) respectively
Asterisks (***, ** and *) denotes the significance level at 1%, 5 and 10% respectively
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