estimation: monthly model vs quarterly data

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estimation: monthly model vs quarterly data

Postby jduras » Sat Oct 01, 2011 10:35 pm

Hi,

I was wondering, is there is a way in Dynare to estimate parameters of a monthly model if the data that I try to match are quarterly time series?
Thanks!

Jan
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Re: estimation: monthly model vs quarterly data

Postby SébastienVillemot » Wed Oct 19, 2011 8:14 am

Yes, here is a broad outline of the solution (I have not tested it but I think it works):

  • create a monthly dataset to be used for the Dynare estimation command
  • if you have some observable vars on a monthly basis, enter them in the dataset in the normal way
  • for the observables which you have on a quarterly basis, enter them only for the months of March, June, September and December, and leave NaN in the other months
  • in your model, create new variables and equations for the quarterly variables (for example: GDP_QUARTERLY=GDP_MONTHLY+GDP_MONTHLY(-1)+GDP_MONTHLY(-2);)
  • when you run the estimation, Dynare is able to nicely handle the missing values in the dataset

Hope this helps,
Sébastien Villemot
Economist at OFCE – Sciences Po
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