I have heteroskedasticity issues and also some autocorrelation issues in my VAR and wanted to include Newey West Standard Errors. However, I do not find a way to conduct this in Eviews.
I am a super beginner and prefer the click options, which means I did not work with coding so far.
Is there a step-by-step way for me to include Newey West errors in a VAR?
Thanks a lot for your support!
Best,
Franziska
How do I estimate Newey West Standard Errors for a VAR in Eviews?
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EViews Gareth
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Re: How do I estimate Newey West Standard Errors for a VAR in Eviews?
There is nothing built in that will do it.
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startz
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Re: How do I estimate Newey West Standard Errors for a VAR in Eviews?
Since a VAR is just a set of ols regressions, you can just run each of the regressions and choose Newey-West standard errors.
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EViews Gareth
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Re: How do I estimate Newey West Standard Errors for a VAR in Eviews?
But you'll miss out on all the juicy VAR goodness, like impulse responsesSince a VAR is just a set of ols regressions, you can just run each of the regressions and choose Newey-West standard errors.
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startz
- Non-normality and collinearity are NOT problems!
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Re: How do I estimate Newey West Standard Errors for a VAR in Eviews?
First you run using the VAR object. That gets you the juicy stuff. Then run OLS to get the standard errors. That gets you [some clever metaphor here].But you'll miss out on all the juicy VAR goodness, like impulse responsesSince a VAR is just a set of ols regressions, you can just run each of the regressions and choose Newey-West standard errors.
Re: How do I estimate Newey West Standard Errors for a VAR in Eviews?
Hi everyone,
thanks a lot for your help!
So step-by-step:
I first estimate my VAR and define my lag length there right?
Then I go into the single regressions.
But where do I perform all my heteroscedasticity, non-normality and autocorrelation tests? Meaning, how do I get my robust standard errors then back into the VAR to do all these tests?
And when do I run my Impulse response and error variance?
Hope not to be confusing :D
Best,
Franziska
thanks a lot for your help!
So step-by-step:
I first estimate my VAR and define my lag length there right?
Then I go into the single regressions.
But where do I perform all my heteroscedasticity, non-normality and autocorrelation tests? Meaning, how do I get my robust standard errors then back into the VAR to do all these tests?
And when do I run my Impulse response and error variance?
Hope not to be confusing :D
Best,
Franziska
-
startz
- Non-normality and collinearity are NOT problems!
- Posts: 3798
- Joined: Wed Sep 17, 2008 2:25 pm
Re: How do I estimate Newey West Standard Errors for a VAR in Eviews?
You can run your tests in the ols regression. I don't think there is a way to get them back into the VAR.
But let me point out that we usually put enough lags in a VAR that there isn't any serial correlation left, which is the main reason for using Newey-West standard errors.
But let me point out that we usually put enough lags in a VAR that there isn't any serial correlation left, which is the main reason for using Newey-West standard errors.
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