Difference between AR model and distributed lag model

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Ara
Posts: 1
Joined: Mon Jan 16, 2017 9:15 pm

Difference between AR model and distributed lag model

Postby Ara » Wed Jan 18, 2017 9:23 pm

Hi,
I was trying to estimate the number of lags of y to be included in an estimateion by looking at its correlogram. I dtermined that it follows a path of AR(2) model. Then if I specify in the equation ar(1) and ar(2) along with the independant variable, then the coefficients of ar(1) and ar(2) are different than if i specify the lags as y(t-1) and y(t-2)? Aren't ar(1) and ar(2) same as y(t-1) and y(t-2)? Also, what is then the difference if I choose ARDL model instead of ARMA model in E-views if it is just an AR(2) model?

Thank you for the help.

Bablowski
Posts: 18
Joined: Tue Aug 25, 2015 1:08 am

Re: Difference between AR model and distributed lag model

Postby Bablowski » Fri Jan 20, 2017 12:12 am

I think the difference is caused by the estimation method and this depends on the version of your software. Simple lags y(t-1), y(t-2) are estimated by OLS method but AR(2) is estimated by ML method.

ARDL model contains not only lagged dependent variables but also independent variables in level and its lagged values.


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