Forecasts as differenced data vs actual data

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hlearner
Posts: 4
Joined: Tue Feb 26, 2013 11:17 am

Forecasts as differenced data vs actual data

Postby hlearner » Mon Jan 27, 2014 1:34 pm

I created a model in second differences. My equation is d(y,2) = c + mx + AR(1).
If I am working in static space, under "forecast equation," I am given the option to forecast d(y,2) OR y.
How is it that when I forecast "y", the second differences of this forecast do NOT equal the forecast values of d(y,2)?

More importantly, given a forecast of d(y,2) how do I convert this to equal the forecast eviews is giving me for y?

Thank you.

EViews Gareth
Fe ddaethom, fe welon, fe amcangyfrifon
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Joined: Tue Sep 16, 2008 5:38 pm

Re: Forecasts as differenced data vs actual data

Postby EViews Gareth » Mon Jan 27, 2014 2:50 pm

When performing a static forecast, actual values of lags of the dependent variable are used, rather than forecasted values.

When you forecast D(Y) you're actually forecasting Y - Y(-1). In a static forecast you always use actuals for lagged values, so that the forecast is:

Code: Select all

YF - Y(-1)
Where as D(YF) is:

Code: Select all

YF - YF(-1)
Hence the difference.

hlearner
Posts: 4
Joined: Tue Feb 26, 2013 11:17 am

Re: Forecasts as differenced data vs actual data

Postby hlearner » Tue Jan 28, 2014 8:59 am

Thank you for your prompt answer. This makes sense now and I could derive the same output as eViews.


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