Eviews3.1里面是没有自动提供推荐滞后阶数,需要人工输入;但是在Eviews6里面确实自动提供的,但是并不是按照最小AIC或SC准则的,AIC或SC准则越小,可能要求滞后P值越大,但是P值越大,导致数据序列损失度越大,所以肯定Eviews6做了处理,就是不知道做了什么处理。
而且我研究发现Eviews早期版本,ADF检验过程中AIC准则和SC准则都与Eviews6版本结果有些差距,问题出在模型形式的选择上(3种,带常数项、趋势项、不带等等),也就是AIC或者SC准则定义中参数k,代表要估计参数个数上,早期Eviews版本没考虑这些多余的参数,导致结果有少许差别,但不影响P的选择。
至于Eviews6中阶数是自动推荐的,但是有个Maximum选项可供输入(程序会提供一个默认值),其中Maximum=[12*(T/100)^0.25],在Maximum值变动以后,程序推荐的P值也会变动,但是这个P值绝对不是按照AIC或者SC准则推荐的在小于Maximum范围内的最小值对应的P值,这里我就一直感到困惑,希望谁能给指导一下!
我的结果在这:
Maximum=10默认,选择带常数项和趋势项情况:
AIC准则下Eviews6:
Null Hypothesis: CCC has a unit root
Exogenous: Constant, Linear Trend
Lag Length: 5 (Automatic based on AIC, MAXLAG=10)
t-Statistic Prob.*
Augmented Dickey-Fuller test statistic -3.208100 0.0941
Test critical values: 1% level -4.144584
5% level -3.498692
10% level -3.178578
*MacKinnon (1996) one-sided p-values.
Augmented Dickey-Fuller Test Equation
Dependent Variable: D(CCC)
Method: Least Squares
Date: 08/22/08 Time: 10:46
Sample (adjusted): 7 58
Included observations: 52 after adjustments
Coefficient Std. Error t-Statistic Prob.
CCC(-1) -0.039917 0.012443 -3.208100 0.0025
D(CCC(-1)) 2.234078 0.143978 15.51677 0.0000
D(CCC(-2)) -2.163752 0.359186 -6.024037 0.0000
D(CCC(-3)) 1.220026 0.454195 2.686126 0.0102
D(CCC(-4)) -0.406455 0.359970 -1.129135 0.2650
D(CCC(-5)) 0.187012 0.161019 1.161427 0.2517
C 4.338536 1.364059 3.180607 0.0027
@TREND(1) -0.001814 0.001293 -1.402702 0.1677
R-squared 0.976187 Mean dependent var 0.005962
Adjusted R-squared 0.972398 S.D. dependent var 0.512216
S.E. of regression 0.085098 Akaike info criterion -1.949385
Sum squared resid 0.318635 Schwarz criterion -1.649193
Log likelihood 58.68401 Hannan-Quinn criter. -1.834299
F-statistic 257.6749 Durbin-Watson stat 1.735674
Prob(F-statistic) 0.000000
SC准则,Evews6:
Null Hypothesis: CCC has a unit root
Exogenous: Constant, Linear Trend
Lag Length: 3 (Automatic based on SIC, MAXLAG=10)
t-Statistic Prob.*
Augmented Dickey-Fuller test statistic -4.135397 0.0101
Test critical values: 1% level -4.137279
5% level -3.495295
10% level -3.176618
*MacKinnon (1996) one-sided p-values.
Augmented Dickey-Fuller Test Equation
Dependent Variable: D(CCC)
Method: Least Squares
Date: 08/22/08 Time: 10:46
Sample (adjusted): 5 58
Included observations: 54 after adjustments
Coefficient Std. Error t-Statistic Prob.
CCC(-1) -0.033616 0.008129 -4.135397 0.0001
D(CCC(-1)) 2.187745 0.091287 23.96556 0.0000
D(CCC(-2)) -1.959517 0.160505 -12.20843 0.0000
D(CCC(-3)) 0.798387 0.102512 7.788261 0.0000
C 3.641515 0.890272 4.090339 0.0002
@TREND(1) -0.001171 0.000964 -1.213975 0.2307
R-squared 0.977158 Mean dependent var 0.033519
Adjusted R-squared 0.974778 S.D. dependent var 0.522151
S.E. of regression 0.082925 Akaike info criterion -2.037325
Sum squared resid 0.330073 Schwarz criterion -1.816327
Log likelihood 61.00779 Hannan-Quinn criter. -1.952095
F-statistic 410.6713 Durbin-Watson stat 1.932021
Prob(F-statistic) 0.000000
可以看出,明显AIC值:推荐P=5,Schwarz criterion -1.649193 Akaike info criterion -1.949385
SC推荐P=3,Schwarz criterion -1.816327 Akaike info criterion -2.037325
如果按照AIC准则,明显P=3时的值比P=5时的值小,但是Eviews6选择的是P=5;
同理按照SC准则,明显P=3时的值比P=5时的值小,这里还算正确,但是我算出其它还有比P=3时SC准则值更小的P值,例如P=5或者6,问题就在这里。
[此贴子已经被作者于2008-8-22 10:55:49编辑过]