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Confidence intervals for BVAR impulse responses?
Posted: Tue Jul 16, 2019 10:14 am
by Mattdered
Hello,
I know that Eviews does not give the option to calculate the confidence intervals for the IRFs of BVARs, but there must be ways of calculating these manually since I've seen them presented in the results of papers.
Any guidance on how to manually calculate CI's for BVARs using an Eviews program?
I'm using Eviews 9.5
Thanks.
Re: Confidence intervals for BVAR impulse responses?
Posted: Tue Jul 16, 2019 10:23 am
by EViews Gareth
Upgrade to EViews 11, where you can compute them (via MCMC).
Re: Confidence intervals for BVAR impulse responses?
Posted: Thu Aug 01, 2019 8:21 am
by Mattdered
I've just got the upgraded Eviews 11 at my university. Can you tell me how I can calculate the impulse standard errors using MCMC? I still see that standard errors for impulse responses are disabled in BVARs and VECs.
I'm estimating a BVAR using Litterman priors.
Re: Confidence intervals for BVAR impulse responses?
Posted: Thu Aug 01, 2019 8:27 am
by EViews Gareth
Keep the simulations in a new page, then compute the quantiles of the simulations you want.
Re: Confidence intervals for BVAR impulse responses?
Posted: Thu Aug 01, 2019 9:04 am
by Mattdered
Ok, thanks. Technical question: I could use the standard deviation of each simulation at one period x 1.96 to get the +- standard errors for 95%?
Re: Confidence intervals for BVAR impulse responses?
Posted: Thu Aug 01, 2019 9:08 am
by EViews Gareth
Technically, yes, but I suspect a Bayesian would tell you to use the 95% quantiles.
Re: Confidence intervals for BVAR impulse responses?
Posted: Fri Dec 04, 2020 6:43 pm
by nic_b
Can you confirm that EViews 11 University Edition includes the MCMC feature to simulate the CIs for the IRFs of the BVAR. If not, please let me know which specific version will work.
Re: Confidence intervals for BVAR impulse responses?
Posted: Fri Dec 04, 2020 7:07 pm
by EViews Gareth
Confirmed