Explanatory variable in variance equation Multivariate GARCH

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divac
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Joined: Sun Jan 30, 2011 4:36 pm

Explanatory variable in variance equation Multivariate GARCH

Postby divac » Wed Apr 18, 2012 8:46 am

Hi,

I have 7 assets diagonal BEKK model with a single explanatory variable in the variance equation.

The only specification that does not give me a message about the matrix being not PSD (either in constant or Explanatory variable) is when constant is diagonal and Explanatory variable is RANK ONE matrix.

However, I am not sure on the implications of the choice of RANK ONE matrix in comparison with the alternatives such as scalar, indefinite matrix etc. Could anyone discuss a bit about the options (scalar, rank 1, full matrix etc.) especially for the Explanatory variables.

It does not seem to be a lot of literature on MGARCH with common Explanatory variables in variance. And my matrix algebra is just not there anymore.

Thanks in advance.
divac

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