VARMA GARCH Model

Discussions of ARCH, GARCH, and related models

Re: VARMA GARCH Model

Postby Bella » Fri Aug 31, 2012 5:35 am

Dear Tom

When I run the code about a VARMA(2,2)-GARCH-BEKK, I get different results if I change the order of variables. How is it caused?
It's like
system(model=varmah)
variables mb zjz
lags 1 2
det constant eps(1){1} eps(2){1} eps(1){2} eps(2){2} sqrth(1) sqrth(2)
end(system)

But if I change the code into
system(model=varmah)
variables zjz mb
lags 1 2
det constant eps(1){1} eps(2){1} eps(1){2} eps(2){2} sqrth(1) sqrth(2)
end(system)

I get different estimated coefficients.
It is the code and data enclosed.
Attachments
code.docx
(11.35 KiB) Downloaded 47 times
data.xlsx
(15.71 KiB) Downloaded 26 times
Bella
 
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Joined: Tue Aug 21, 2012 2:50 am

Re: VARMA GARCH Model

Postby TomDoan » Fri Aug 31, 2012 9:41 am

Note--you don't get different estimated coefficients, you get no estimated coefficients. Neither model converges.

Is there a reason that you're trying to estimate a VARMA(2,2)-Asymmetric-BEKK-GARCH-M model with this data set? You only have 168 data points, which is nowhere near enough to estimate such a complicated model, and neither of your time series has very convincing evidence of GARCH effects.
TomDoan
 
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Joined: Wed Nov 01, 2006 5:36 pm

Re: VARMA GARCH Model

Postby Bella » Fri Aug 31, 2012 10:47 pm

Thank you Tom. I think you are right.
Bella
 
Posts: 11
Joined: Tue Aug 21, 2012 2:50 am

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