Dynamic panel data analyses – system GMM
| Variables | (1) | (2) | (3) | (4) | (5) |
|---|---|---|---|---|---|
| SGMM1 | SGMM1-CL-a | SGMM2 | SGMM2-CL-a | SGMM2-END-CL-a | |
| L.economic_growth | 0.971*** | 0.920*** | 0.885*** | 0.993*** | 0.783*** |
| (0.0306) | (0.0563) | (0.0571) | (0.0711) | (0.0833) | |
| Regional trade | 0.00493 | 0.00972** | 0.0120*** | 0.00479*** | 0.0200*** |
| (0.00328) | (0.00485) | (0.00428) | (0.00589) | (0.00656) | |
| Non-regional trade | 0.000272 | −3.64e–05 | −0.000322 | −0.000194 | −0.000164 |
| (0.000322) | (0.000458) | (0.000354) | (0.000631) | (0.000361) | |
| Exchange rate | −0.000455*** | −0.00185*** | −0.00460*** | −0.04561*** | −0.00360*** |
| (0.00133) | (0.00201) | (0.00326) | (0.00229) | (0.00395) | |
| Population growth | −75.26 | −147.9 | −281.0** | −31.88 | −348.4** |
| (50.63) | (101.3) | (132.3) | (122.0) | (169.4) | |
| Unemployment rate | −0.0133 | 0.770 | −2.797** | −0.790** | −1.036** |
| (0.655) | (1.244) | (8.729) | (1.245) | (1.715) | |
| Gross capita formation | 3.428 | 5.259 | 2.469* | 1.563 | 9.813 |
| (2.159) | (3.392) | (1.486) | (4.189) | (5.982) | |
| Constant | 207.1 | 453.8 | 995.5** | 86.27 | 1.154** |
| (146.0) | (307.5) | (503.7) | (371.2) | (509.6) | |
| Observations | 132 | 132 | 132 | 132 | 132 |
| No of countries | 12 | 12 | 12 | 12 | 12 |
| Country effect | YES | YES | YES | YES | YES |
| Year effect | NO | NO | NO | NO | NO |
| Hansen prob | 1 | 0.902 | 0.902 | 0.275 | 0.252 |
| Sargan prob | 6.28e–10 | 9.22e–11 | 9.22e–11 | 1.11e–08 | 0.0434 |
| AR(1)_p-value | 0.489 | 0.529 | 0.459 | 0.576 | 0.465 |
| AR(2)_p-value | 0.127 | 0.138 | 0.108 | 0.119 | 0.235 |
| No. of instruments | 79 | 13 | 13 | 10 | 11 |
| Variables | (1) | (2) | (3) | (4) | (5) |
|---|---|---|---|---|---|
| SGMM1 | SGMM1-CL-a | SGMM2 | SGMM2-CL-a | SGMM2-END-CL-a | |
| L.economic_growth | 0.971*** | 0.920*** | 0.885*** | 0.993*** | 0.783*** |
| (0.0306) | (0.0563) | (0.0571) | (0.0711) | (0.0833) | |
| Regional trade | 0.00493 | 0.00972** | 0.0120*** | 0.00479*** | 0.0200*** |
| (0.00328) | (0.00485) | (0.00428) | (0.00589) | (0.00656) | |
| Non-regional trade | 0.000272 | −3.64e–05 | −0.000322 | −0.000194 | −0.000164 |
| (0.000322) | (0.000458) | (0.000354) | (0.000631) | (0.000361) | |
| Exchange rate | −0.000455*** | −0.00185*** | −0.00460*** | −0.04561*** | −0.00360*** |
| (0.00133) | (0.00201) | (0.00326) | (0.00229) | (0.00395) | |
| Population growth | −75.26 | −147.9 | −281.0** | −31.88 | −348.4** |
| (50.63) | (101.3) | (132.3) | (122.0) | (169.4) | |
| Unemployment rate | −0.0133 | 0.770 | −2.797** | −0.790** | −1.036** |
| (0.655) | (1.244) | (8.729) | (1.245) | (1.715) | |
| Gross capita formation | 3.428 | 5.259 | 2.469* | 1.563 | 9.813 |
| (2.159) | (3.392) | (1.486) | (4.189) | (5.982) | |
| Constant | 207.1 | 453.8 | 995.5** | 86.27 | 1.154** |
| (146.0) | (307.5) | (503.7) | (371.2) | (509.6) | |
| Observations | 132 | 132 | 132 | 132 | 132 |
| No of countries | 12 | 12 | 12 | 12 | 12 |
| Country effect | YES | YES | YES | YES | YES |
| Year effect | NO | NO | NO | NO | NO |
| Hansen prob | 1 | 0.902 | 0.902 | 0.275 | 0.252 |
| Sargan prob | 6.28e–10 | 9.22e–11 | 9.22e–11 | 1.11e–08 | 0.0434 |
| AR(1)_ | 0.489 | 0.529 | 0.459 | 0.576 | 0.465 |
| AR(2)_ | 0.127 | 0.138 | 0.108 | 0.119 | 0.235 |
| No. of instruments | 79 | 13 | 13 | 10 | 11 |
Note(s): Robust standard errors in parentheses *p < 0.1, **p < 0.05, ***p < 0.01; SGMM1 and SGMM2 denote one-step and two-step GMM, respectively. Also regressions with suffix “END” treat intra-trade and lagged economic_growth as endogenous. Regressions with suffix ‘‘CL’’ follow Roodman (2009b and collapse the instrument matrix. a and b denote lag(1 5) and lag(2 4), respectively
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