hetroscedasticity in VAR model

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adamalafensh
Posts: 2
Joined: Sat Jul 05, 2014 3:46 am

hetroscedasticity in VAR model

Postby adamalafensh » Sat Jul 05, 2014 3:58 am

Hi

i am working on the return of three indices and their daily standard deviation generated by garch (1,1) with VAR model this including two group of dummy variables. so i have 6 variables overall
my returns are daily return with 530 0bservation. when i do run VAR Model, i do diagnostic test on residuals.
there is no serial correlation, however my model suffer from hetroskidasiticity.

this will bias my result in order to use the t statitics generated by the model. i will be more than happy to hear some advice of how i can deal with hetroscedasticity.

i obtaine 6 ADL equations, can i say that after obtaining the critical values from VAR, to run each ADL equation separately and to estimate it with robust least square ?

thank you
adam

adamalafensh
Posts: 2
Joined: Sat Jul 05, 2014 3:46 am

Re: hetroscedasticity in VAR model

Postby adamalafensh » Sat Jul 05, 2014 10:58 am

?

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

Re: hetroscedasticity in VAR model

Postby EViews Glenn » Sun Jul 06, 2014 1:41 pm

Not sure that I fully understand what you are doing, but in general, you can estimate the VAR equation by equation using weighted least squares.


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