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detrending data

Posted: Wed May 04, 2016 11:42 pm
by indrani_5
I have a general question. Should data be detrended before using it for VAR analysis?

Re: detrending data

Posted: Thu May 05, 2016 12:10 pm
by TomDoan
Not usually. Certainly not a linear trend, since the VAR (if it includes a CONSTANT) will pick that up just fine. If, however, you're using the VAR as an alternative to some type of dynamic model which doesn't easily handle trends (a DSGE for instance), then it's common to do something like an HP detrending. Depending upon what you're doing, you might want to look at per capita measures to eliminate the part of a trend due to population growth.