小弟在做平稳性检验,遇到2个问题,望各位不吝赐教。先谢过诸位~
1. 如何判断是否应该要有截距项或是时间趋势项。今晚做到FDI的平稳性检验,同时加入截距项和时间趋势项时,是水平上平稳的,即服从I(0).但当我只加入截距项时,却是一阶单整的。这个怎么取舍?如何判断是否要有截距项和时间趋势项?据说是看图,截距项和同时包括截距项and时间趋势的图感觉差不多,肿么办?
2. ADF检验运行后,都会出现如下的结果图。上半部分,是判断是否平稳的。下半部分是回归结果。但是我今天又遇到一个问题,上半部分显示显著,即平稳了,但是下半部分却有1个系数的t值不显著,这个又该怎么取舍啊?望各位赐教。
Null Hypothesis: D(LOGFDI) has a unit root | |
Exogenous: Constant | | |
Lag Length: 0 (Automatic - based on SIC, maxlag=3) |
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| | | t-Statistic | Prob.* |
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Augmented Dickey-Fuller test statistic | -4.329705 | 0.0063 |
Test critical values: | 1% level | | -4.057910 | |
| 5% level | | -3.119910 | |
| 10% level | | -2.701103 | |
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*MacKinnon (1996) one-sided p-values. | |
Warning: Probabilities and critical values calculated for 20 observations |
and may not be accurate for a sample size of 13 |
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Augmented Dickey-Fuller Test Equation | |
Dependent Variable: D(LOGFDI,2) | |
Method: Least Squares | | |
Date: 04/06/14 Time: 21:20 | | |
Sample (adjusted): 2000 2012 | | |
Included observations: 13 after adjustments | |
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Variable | Coefficient | Std. Error | t-Statistic | Prob. |
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D(LOGFDI(-1)) | -1.069709 | 0.247063 | -4.329705 | 0.0012 |
C | 0.087358 | 0.028681 | 3.045869 | 0.0111 |
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R-squared | 0.630207 | Mean dependent var | 0.010274 |
Adjusted R-squared | 0.596589 | S.D. dependent var | 0.127647 |
S.E. of regression | 0.081074 | Akaike info criterion | -2.046262 |
Sum squared resid | 0.072304 | Schwarz criterion | -1.959347 |
Log likelihood | 15.30070 | Hannan-Quinn criter. | -2.064127 |
F-statistic | 18.74634 | Durbin-Watson stat | 2.376035 |
Prob(F-statistic) | 0.001195 | | | |
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