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High Persistence MA Model

Posted: Tue Feb 24, 2015 12:39 pm
by diggetybo
Hey,

I have a question on how eviews handles a high persistence moving average process in the error.

My dependent variable has this kind of process even after seasonal adjustment; refer to this graph of ARMA stucture correlogram:
arma structure.jpg
arma structure.jpg (34.46 KiB) Viewed 6741 times
According to the view ARMA structure my left hand side variable has a pronounced MA process well after 100 lags.

Can eviews compensate for this? I tried adding 100 ma terms, but eviews said: "Too many ARMA terms"

I'm using eviews 6, so I can't just type ma(1,100) like the latest version.

Please advise :)

Re: High Persistence MA Model

Posted: Tue Feb 24, 2015 1:05 pm
by EViews Glenn
These days, persistent autocorrelations are typically modeled using fractionally integrated models which allow for separate handling of long-run persistence and short-run dynamics.
EViews 6 does not support fractional estimation, but EViews 9 (which is in beta testing for those who have EViews 8 ) offers ARFIMA estimation.

Re: High Persistence MA Model

Posted: Tue Feb 24, 2015 1:29 pm
by diggetybo
I see,

Thank you, I will look forward to eviews 9.