BVAR IRFs and Cholesky ordering

For technical questions regarding estimation of single equations, systems, VARs, Factor analysis and State Space Models in EViews. General econometric questions and advice should go in the Econometric Discussions forum.

Moderators: EViews Gareth, EViews Moderator

bcfc82
Posts: 3
Joined: Tue Apr 04, 2023 12:31 am

BVAR IRFs and Cholesky ordering

Postby bcfc82 » Thu Apr 13, 2023 4:06 am

Hi, I am estimating some simple Litterman-prior BVARs. When I generate the impulse responses, the Cholesky ordering seems not to matter to the output (the other variables always responds with a one period lag, regardless of the ordering). Is this normal behaviour?

EViews Gareth
Fe ddaethom, fe welon, fe amcangyfrifon
Posts: 13323
Joined: Tue Sep 16, 2008 5:38 pm

Re: BVAR IRFs and Cholesky ordering

Postby EViews Gareth » Thu Apr 13, 2023 8:56 am

Which version of EViews, and which type of IRF?
Follow us on Twitter @IHSEViews

bcfc82
Posts: 3
Joined: Tue Apr 04, 2023 12:31 am

Re: BVAR IRFs and Cholesky ordering

Postby bcfc82 » Thu Apr 13, 2023 6:07 pm

Eviews 13 and Litterman/ Minnesota prior BVARs. IRFs using Bayesian sampling, but I get the same results using the posterior/ empirical residual covariances.

EViews Kai
Posts: 3
Joined: Tue Nov 22, 2022 11:50 am

Re: BVAR IRFs and Cholesky ordering

Postby EViews Kai » Mon Apr 17, 2023 3:53 pm

Yes, impulse response results should be invariant to Cholesky ordering under impulse methods that use a diagonal error covariance matrix.

bcfc82
Posts: 3
Joined: Tue Apr 04, 2023 12:31 am

Re: BVAR IRFs and Cholesky ordering

Postby bcfc82 » Tue Apr 18, 2023 8:26 pm

OK, thanks. So the Bayesian IRF methods impose a diagonal cov matrix?

EViews Gareth
Fe ddaethom, fe welon, fe amcangyfrifon
Posts: 13323
Joined: Tue Sep 16, 2008 5:38 pm

Re: BVAR IRFs and Cholesky ordering

Postby EViews Gareth » Wed Apr 19, 2023 7:18 am

The Litterman prior does, yes.
Follow us on Twitter @IHSEViews


Return to “Estimation”

Who is online

Users browsing this forum: No registered users and 22 guests