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Estimation of exp smoothing parameters
Posted: Tue Oct 11, 2011 10:10 pm
by kiber_master
Hello!
I've got in User's Guide that exponential smoothing estimate best values for smoothing parameters by minimising SSR. What exactly method do you use? If it is grid search, is it effective? If one of nonlinear optimisation methods - does it always get the best coefficients. And I actually can't find, what value of tolerance you provide exactly in this method.
Thank you.
Re: Estimation of exp smoothing parameters
Posted: Wed Oct 12, 2011 3:28 am
by kiber_master
Well, I found the following:
"EViews uses (a version of) grid search for the exponential smoothing routine." (UG II, p.759)
So, it isn't exactly a grid search, am I right?
Estimation of exp smoothing parameters
Posted: Wed Oct 12, 2011 6:43 am
by EViews Gareth
It is grid search.
Re: Estimation of exp smoothing parameters
Posted: Wed Oct 12, 2011 10:42 pm
by kiber_master
Thanks a lot!
Re: Estimation of exp smoothing parameters
Posted: Wed Nov 02, 2011 9:44 pm
by kiber_master
Sorry, but how can it be simple grid search, when I didn't get the best result putting E, E, E for Holt-Winters - Additive ?
Please, check the workfile, SSR is better for 1,0,0, not for 1,0.74,0.
Re: Estimation of exp smoothing parameters
Posted: Thu Nov 03, 2011 7:52 am
by EViews Gareth
It is a grid search. Just not a particularly good one. If you want more accurate estimates of the parameters, you might want to use the ExpSmooth Add-in that calls the R Forecast package. Although you'll have to think a little about the seasonality of your data for that.
Re: Estimation of exp smoothing parameters
Posted: Fri Nov 11, 2011 12:08 am
by kiber_master
>If you want more accurate estimates of the parameters
And what accuracy do you provide?
Re: Estimation of exp smoothing parameters
Posted: Fri Nov 11, 2011 8:43 am
by EViews Gareth
I'm not sure I understand your question.
Re: Estimation of exp smoothing parameters
Posted: Sat Nov 12, 2011 3:50 am
by kiber_master
I mean, when you make a grid, what is the step? 0.01?
Estimation of exp smoothing parameters
Posted: Sat Nov 12, 2011 8:56 am
by EViews Gareth
Yes.