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Re: MV-EGARCH with spillovers
Posted: Tue May 13, 2014 6:06 pm
by pitsikiou
these are the data
Re: MV-EGARCH with spillovers
Posted: Tue May 13, 2014 8:28 pm
by tahir1
Dear Tom,
I am quite new to RATS and Running the MV-EGARCH with 3 markets By Koutmos G. (1995) Asymmetric volatility transmission in international stock markets, Journal of International Money and Finance.
I have the following questions:
Ist is that with the 3 markets the codes run and i have the results, however i get this one, does this mean that results are not correct and i need to run the model again?
MAXIMIZE - Estimation by BHHH
NO CONVERGENCE IN 500 ITERATIONS
LAST CRITERION WAS 0.0000000
Usable Observations 296
Skipped/Missing (from 297) 1
Function Value -2575.0414
2nd
I include political risk variable in the model as an exogenous variable to see the impact of political risk on the returns and the volatility of the selected markets, however the codes doesn't run.
I have attached the data, codes and results.
3rd which coefficient in the output is the asymmetric effect
I will be really thankful if you can guide me.
Best Regards
Re: MV-EGARCH with spillovers
Posted: Tue May 13, 2014 8:30 pm
by TomDoan
pitsikiou wrote:these are the data
Sorry to say, but once you've taken into account the serial correlation, there seem to be no GARCH properties. (Shouldn't those be logged -- it looks like you have have run them in levels, though the difference will be slight). For instance:
linreg logden
# constant logden{1 2}
@archtest %resids
gives
Lags Statistic Signif. Level
4 0.352 0.84226
Re: MV-EGARCH with spillovers
Posted: Tue May 13, 2014 8:45 pm
by TomDoan
tahir1 wrote:Dear Tom,
I am quite new to RATS and Running the MV-EGARCH with 3 markets By Koutmos G. (1995) Asymmetric volatility transmission in international stock markets, Journal of International Money and Finance.
I have the following questions:
Ist is that with the 3 markets the codes run and i have the results, however i get this one, does this mean that results are not correct and i need to run the model again?
MAXIMIZE - Estimation by BHHH
NO CONVERGENCE IN 500 ITERATIONS
LAST CRITERION WAS 0.0000000
Usable Observations 296
Skipped/Missing (from 297) 1
Function Value -2575.0414
2nd
I include political risk variable in the model as an exogenous variable to see the impact of political risk on the returns and the volatility of the selected markets, however the codes doesn't run.
I have attached the data, codes and results.
3rd which coefficient in the output is the asymmetric effect
I will be really thankful if you can guide me.
Best Regards
I would suggest that you use the more modern program posted at
http://www.estima.com/forum/viewtopic.php?f=8&t=1940
as the base. You're working with a older and harder to customize program.
Re: MV-EGARCH with spillovers
Posted: Wed May 14, 2014 12:25 am
by pitsikiou
i am sorry not to mention that..i transformed them into ldifference
Re: MV-EGARCH with spillovers
Posted: Wed May 14, 2014 10:25 am
by TomDoan
pitsikiou wrote:i am sorry not to mention that..i transformed them into ldifference
I assumed as much, but that doesn't change the fact that
1. The monthly data are too coarse for GARCH effects
2. Eight years is probably not enough to really determine whether there is cointegration
Re: MV-EGARCH with spillovers
Posted: Wed May 14, 2014 2:12 pm
by pitsikiou
thank you very much
I ll take that into consideration and try to find more years.
Thank you for your advices
Re: MV-EGARCH with spillovers
Posted: Wed May 14, 2014 5:34 pm
by tahir1
Thanks Tom, I will use the new one.
I am using monthly data, what should be the minimum observation should be enough to run MV-EGARCH model.
Thanks
Re: MV-EGARCH with spillovers
Posted: Wed May 14, 2014 8:24 pm
by TomDoan
tahir1 wrote:Thanks Tom, I will use the new one.
I am using monthly data, what should be the minimum observation should be enough to run MV-EGARCH model.
Thanks
It's not so much the number of observations, but that GARCH effects that might be present at daily or weekly frequencies often are largely dissipated by the time you get to monthly. As with the other poster, make sure that you even have usable GARCH effects at the univariate level before you commit yourself to coding up a multivariate.
Re: MV-EGARCH with spillovers
Posted: Mon Jun 16, 2014 7:22 pm
by tahir1
Hi tom,
I am using RATS 8.2, and trying to run the multivariate E-GARCH models propose by Koutmos. However i receive following error.
"## CP18. ADTEST is not the Name of a PROCEDURE. (Did you forget to SOURCE?) "
I will be really thankful for your help.
Further i want to include an exogenous variable in the model of Koutmos, like one variable in the mean equation and a different model in the variance equation.
how i can incorporate it in the Codes,
Thank you so much
Tahir
Re: MV-EGARCH with spillovers
Posted: Tue Jun 17, 2014 5:25 am
by TomDoan
If you don't have ADTEST.SRC, download it from the web site.
To add variables to the mean, change the mean equation and everything else will work.
To add variables to the variance, you need to change the EGARCHSpillover function, and add a VECTOR for the coefficients for the shift variable.
Both of those are very simple with version 9 which adds the VARIANCES=KOUTMOS option to GARCH.
Note that this program is covered in considerable detail as part of the
ARCH, GARCH and Volatility e-course.
Re: MV-EGARCH with spillovers
Posted: Thu Oct 30, 2014 10:44 am
by Lena
Dear Tom,
I have a question concerning exogenous variables in the MV-EGARCH.
I'm able to incorporate exogenous variables in the mean equation but have some trouble in adding variables to the variance. I'm wondering whether I have to change the z(i) FRML's (as you said) or whether I should do something like
Code: Select all
do i= 1,n
compute hlog=c(i)+g(i)*log(hhd(t-1)(i)+k(i)*ex
do j=1,n
compute hlog=hlog+a(i)(j)*z(j)(t-1)
end do j
compute hhd(t)(i) = exp(hlog)
end do i
with ex as the exogenous series and k(i) the vector of coefficients.
If exogenous variables should be included in the z(i)'s how do I interpret the A coefficients ?
I'd appreciate your help.
Lena
Re: MV-EGARCH with spillovers
Posted: Thu Oct 30, 2014 11:36 am
by TomDoan
Thanks and sorry. You're correct. The adjustment is to EGARCHSpillover (as you did it) rather than to the Z FRML's. I changed the previous reply to reflect that.
As mentioned in the (now edited) reply, this is all very simple with version 9.