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.
Difference between AR model and distributed lag model
Moderators: EViews Gareth, EViews Moderator
Re: Difference between AR model and distributed lag model
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.
ARDL model contains not only lagged dependent variables but also independent variables in level and its lagged values.
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