negative values in Garch/Arch model

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irulishka
Posts: 45
Joined: Fri Jun 03, 2011 9:38 am

negative values in Garch/Arch model

Postby irulishka » Wed Jul 04, 2012 11:29 pm

Hello.
Which methods do you use for Garch/Arch model negative values calculation?

Ira.

EViews Glenn
EViews Developer
Posts: 2682
Joined: Wed Oct 15, 2008 9:17 am

Re: negative values in Garch/Arch model

Postby EViews Glenn » Fri Jul 06, 2012 10:43 am

I'm afraid that I don't understand the question.

irulishka
Posts: 45
Joined: Fri Jun 03, 2011 9:38 am

Re: negative values in Garch/Arch model

Postby irulishka » Mon Jul 09, 2012 11:08 am

Sorry for the confusion. I meant backcast initial variances for GARCH, which are used to compute the log-likelihood function. For the model GARCH(1,1) we need only sigma_0 and epsilon_0 and there is formula 7.14 (EViews 7 Users Guide II, Chapter 7. ARCH and GARCH Estimation) to compute them.

But what about GARCH models of higher orders? In order to compute the log-likelihood function we need to know residuals and conditional variances with negative indices, do we use the same formula to compute them as the formula for sigma_0 and epsilon_0?

EViews Glenn
EViews Developer
Posts: 2682
Joined: Wed Oct 15, 2008 9:17 am

Re: negative values in Garch/Arch model

Postby EViews Glenn » Tue Jul 10, 2012 11:23 am

The presample values are all set to sigma^2_0.

irulishka
Posts: 45
Joined: Fri Jun 03, 2011 9:38 am

Re: negative values in Garch/Arch model

Postby irulishka » Wed Jul 11, 2012 6:31 am

thank you


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