【正确答案】由于lnGDP与lnCONS都是一阶单整的,做lnCONS关于lnGDP的OLS回归,得表9-19所示的结果。
表9-19 | Dependent Variable:LOG(CONS) | Included observations:23 | Variable | Coefficient | Std.Error | t-Statistic | Prob. | C | -0.364518 | 0.065934 | -5.528577 | 0.0000 | MA(5) | 0.964861 | 0.006697 | 144.0714 | 0.0000 | R-squared | 0.998989 | Mean dependent var | 9.077676 | Adjusted R-squared | 0.998941 | S.D. dependent var | 1.062404 | S.E. of regression | 0.034570 | Akaike info criterion | -3.808700 | Sum squared resid | 0.025097 | Schwarz criterion | -3.709961 | Log likelihood | 45.80004 | F-statistic | 20756.58 | Durbin-Watson stat | 0.529594 | Prob(F-statistic) | 0.000000 | |
记该回归的残差项为e
t,对它进行ADF检验,经尝试,一个不包括截距项、趋势项与差分滞后项的检验模型如表9-20所示。
表9-20 ADF Test Statistic | -2.371247 | 1/% | Critical Value* | -2.6756 | | | 5/% | Critical Value | -1.9574 | | | 10/% | Critical Value | -1.6238 | | *MacKinnon critical values for rejection of hypothesis of a unit root. | Augmented Dickey-Fuller Test Equation | | Dependent Variable:D(E) | | Included observations:22 after adjusting endpoints | Variable | Coefficient | Std.Error | t-Statistic | Prob. | E(-1) | -0.342555 | 0.144462 | -2.371247 | 0.0274 | R-squared | 0.183479 | Mean dependent var | 0.004529 | Adjusted R-squared | 0.183479 | S.D. dependent var | 0.024727 | S.E. of regression | 0.022344 | Akaike info criterion | -4.720143 | Sum squared resid | 0.010484 | Schwarz criterion | -4.670550 | Log likelihood | 52.92157 | Durbin-Watson stat | 1.464892 | |
可见,在5/%的显著性水平下,拒绝存在单位根的假设,表明残差序列e
t是平稳的。由此知,lnGDP与lnCONS存在(1,1)阶协整关系。