[R-sig-finance] GARCH(1,1)
Alessandro Correa
acorrea at utad.pt
Wed Aug 4 17:41:37 CEST 2004
I have run a GARCH(1,1) model using Eviews Matlab and R.
The results are too diferent.
In special, take a look at the constant of the mean equation.
Only Eviews returns a contant=mean of the serie (-0.068513).
Does anyone knows the reason for this?
************** EVIEWS 3 *****************************
Dependent Variable: Y
Method: ML - ARCH
Sample: 1 550
Included observations: 550
Convergence achieved after 28 iterations
Coefficient Std. Error z-Statistic Prob.
C -0.065643 0.090032 -0.729105 0.4659
Variance Equation
C 0.967087 0.446945 2.163770 0.0305
ARCH(1) 0.083785 0.037083 2.259421 0.0239
GARCH(1) 0.684535 0.127228 5.380361 0.0000
R-squared -0.000002 Mean dependent var -0.068513
Log likelihood -1171.509 Durbin-Watson stat 1.9427
************** R *****************************************
Model:
GARCH(1,1)
Coefficient(s):
Estimate Std. Error t value Pr(>|t|)
a0 0.70954 0.38302 1.852 0.0640 .
a1 0.06994 0.03180 2.199 0.0278 *
b1 0.75968 0.11354 6.691 2.21e-11 ***
---
Signif. codes: 0 `***' 0.001 `**' 0.01 `*' 0.05 `.' 0.1 ` ' 1
************** MATLAB *********************************
Number of Parameters Estimated: 4
Standard T
Parameter Value Error Statistic
----------- ----------- ------------ -----------
C -0.05598 0.089745 -0.6238
K 0.72795 0.39708 1.8333
GARCH(1) 0.75555 0.11697 6.4594
ARCH(1) 0.07061 0.033108 2.1327
Alessandro de Castro Corrêa
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