EGARCH Log-likelihood calculation

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eduardors
Posts: 2
Joined: Mon Sep 16, 2019 9:01 am

EGARCH Log-likelihood calculation

Postby eduardors » Mon Sep 16, 2019 1:58 pm

Hi Eviews team!

I need a help to understand how Eviews calculates EGARCH log-likelihood. I firstly estimated an EGARCH and, using Eviews coefficients results, tried to replicate Eviews log-likelihood output. However, I am unable to get the same value. The difference is not that big, but I am curious since I can match it using GARCH(1,1) with the information available on Eviews Help.

I am sending attached a file with my manual calculation that includes a random series as an example. There's a GARCH and an EGARCH tab with Eviews and manual calculation results.

Could you please let me know if I am missing anything when replication EGARCH log-likelihood?

Thank you very much for your support
Attachments
exampleEgarch.xlsx
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EViews Gareth
Fe ddaethom, fe welon, fe amcangyfrifon
Posts: 13604
Joined: Tue Sep 16, 2008 5:38 pm

Re: EGARCH Log-likelihood calculation

Postby EViews Gareth » Wed Sep 18, 2019 9:24 am

For eGARCH the first observation for the variance is calculated as:

Code: Select all

log_garch = omega + alpha*sqrt(2/pi) + beta*log_garch0
If you change your cell value in C3 to:

Code: Select all

=EXP($M$2+$M$3*ABS(SQRT(2/PI())+$M$4*LN(C2)))
you should match (up to rounding error)

eduardors
Posts: 2
Joined: Mon Sep 16, 2019 9:01 am

Re: EGARCH Log-likelihood calculation

Postby eduardors » Thu Sep 19, 2019 3:02 pm

Perfect! Many Thanks!


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