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BVAR with exogenous variables
Posted: Wed Sep 09, 2015 5:04 am
by sanjeev
I am running a Bayesian VAR using mixed estimation with variables that are integrated of order 1 as endogenous variables and variables that are stationary as exogenous variables. One of the stationary exogenous variables is a dummy variable, while the other exogenous variables are relevant from a theoretical point of view. If I wish to estimate the Bayesian VAR for this model with normal Inverted wishart as the prior, does RATS allow me to do the same? ( I wish to keep the flat prior on the exogenous variables). Is it also possible to model the Hierarchical prior(Korobilis (2012)) Thanks in advance.
Re: BVAR with exogenous variables
Posted: Wed Sep 09, 2015 10:06 am
by TomDoan
sanjeev wrote:I am running a Bayesian VAR using mixed estimation with variables that are integrated of order 1 as endogenous variables and variables that are stationary as exogenous variables. One of the stationary exogenous variables is a dummy variable, while the other exogenous variables are relevant from a theoretical point of view. If I wish to estimate the Bayesian VAR for this model with normal Inverted wishart as the prior, does RATS allow me to do the same? ( I wish to keep the flat prior on the exogenous variables).
Yes. I'm not sure why you think there's an issue.
sanjeev wrote:
Is it also possible to model the Hierarchical prior(Korobilis (2012)) Thanks in advance.
Could you please provide a full reference?
Re: BVAR with exogenous variables
Posted: Thu Sep 10, 2015 10:26 pm
by sanjeev
When i tried to run the Gibbs VAR programme with these additional variables (exogenous) I get the following error message.
## MAT14. Non-invertible Matrix. Using Generalized Inverse for SYMMETRIC.
The Error Occurred At Location 63, Line 6 of loop/block
So I was wondering if the problem is with the data set or the programmes and that is why i sent the query. Your response has helped.
The reference for the Hierarchical prior is is Korobilis, D. (2012). “VAR Forecasting Using Bayesian Variable Selection,” Journal
of Applied Econometrics.
Re: BVAR with exogenous variables
Posted: Thu Sep 10, 2015 11:28 pm
by TomDoan
Re: BVAR with exogenous variables
Posted: Sun Sep 13, 2015 10:30 pm
by sanjeev
thanks a ton for the help.