how to represent SARIMA model in eviews

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RICH2222
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how to represent SARIMA model in eviews

Postby RICH2222 » Wed Oct 01, 2014 2:11 pm

how do i represent SARIMA (0,1,1)(0,1,1) 12 in eviews?

is it equation seas.ls d(rate,1,12) ma(1) sma(1) or

equation seas.ls d(rate,1,12) ma(1) ma(12) ma(13) or

equation seas.ls d(rate,1,12) ma(1) sma(12)

where rate is my data series
thank you

EViews Gareth
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Re: how to represent SARIMA model in eviews

Postby EViews Gareth » Wed Oct 01, 2014 2:13 pm

What frequency is your workfile?

RICH2222
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Re: how to represent SARIMA model in eviews

Postby RICH2222 » Wed Oct 01, 2014 2:23 pm

it is monthly series

EViews Gareth
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Re: how to represent SARIMA model in eviews

Postby EViews Gareth » Wed Oct 01, 2014 2:26 pm

equation seas.ls d(rate,1,12) ma(1) sma(12)

RICH2222
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Re: how to represent SARIMA model in eviews

Postby RICH2222 » Wed Oct 01, 2014 2:42 pm

thanks

so can i represent SARIMA (0,1,1)(1,1,1) 12 in eviews as equation seas.ls d(rate,1,12) ma(1) sar(12) sma(12)

and SARIMA (0,1,1)(0,1,2) 12 as equation seas.ls d(rate,1,12) ma(1) sma(24)

EViews Gareth
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Re: how to represent SARIMA model in eviews

Postby EViews Gareth » Wed Oct 01, 2014 2:54 pm

Yes, although an SAR without an AR term is the same as an AR by itself.

RICH2222
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Re: how to represent SARIMA model in eviews

Postby RICH2222 » Wed Oct 01, 2014 3:00 pm

lastly so if a person represents d(rate,1,12) ma(1) ma(12) ma(13) as SARIMA (0,1,1)(0,1,1) 12 model it is totally wrong in eviews?

EViews Gareth
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Re: how to represent SARIMA model in eviews

Postby EViews Gareth » Wed Oct 01, 2014 3:36 pm

Yes.

RICH2222
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Re: how to represent SARIMA model in eviews

Postby RICH2222 » Thu Oct 02, 2014 12:30 pm

so what name can i get to this eviews model d(rate,1,12) ma(1) ma(12) ma(13) ?

EViews Gareth
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Re: how to represent SARIMA model in eviews

Postby EViews Gareth » Thu Oct 02, 2014 12:47 pm

There is no ARIMA notation equivalent.

RICH2222
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Re: how to represent SARIMA model in eviews

Postby RICH2222 » Thu Oct 02, 2014 11:45 pm

i want to generate a forecast plot by using my the model i developed in eviews but i want to generate the plot with my original data (rate series) not the series d(rate,1,12) i used to develop the model. how do i go about it? thank you

EViews Gareth
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Re: how to represent SARIMA model in eviews

Postby EViews Gareth » Fri Oct 03, 2014 2:04 am

When you forecast from an equation, EViews asks you whether you want to forecast the original form, or the transformed data.

RICH2222
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Re: how to represent SARIMA model in eviews

Postby RICH2222 » Mon Oct 06, 2014 8:31 am

is it correct to say because the mean of the residuals of a model is approximately zero then the residuals are random and normal distributed eventhough the prob value of Jarque- bera statistic is less that 5%?
mean of residuals is -0.031182
prob value of Jarque-Bera is 0.
thank you

startz
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Re: how to represent SARIMA model in eviews

Postby startz » Mon Oct 06, 2014 9:02 am

No. The mean has nothing to do with normality.

RICH2222
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Re: how to represent SARIMA model in eviews

Postby RICH2222 » Thu Oct 30, 2014 4:26 am

if in a model where you have monthly dummies, you find that some dummies are not significant ie they have pvalues greater than 0.05, is it wise to drop them from the model?


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