ARIMA Model + Forecast
Posted: Thu Jan 09, 2014 3:01 am
Afternoon all,
I am currently struggling with what I suspect is a fairly basic problem, but nevertheless one I can’t seem to crack.
I have built a simple ARIMA model for inflation that estimates inflation components using 7 AR equations. The equations run together using a model, however I am struggling to figure out how to use the model to forecast each equation (3 periods) and then aggregate them (weighted) so as to produce an overall inflation forecast.
Obviously I can do each of these things manually and get the desired result, but it would be great for it all to happen at the click of a button.
Any ideas?
Thanks!
I am currently struggling with what I suspect is a fairly basic problem, but nevertheless one I can’t seem to crack.
I have built a simple ARIMA model for inflation that estimates inflation components using 7 AR equations. The equations run together using a model, however I am struggling to figure out how to use the model to forecast each equation (3 periods) and then aggregate them (weighted) so as to produce an overall inflation forecast.
Obviously I can do each of these things manually and get the desired result, but it would be great for it all to happen at the click of a button.
Any ideas?
Thanks!