[R] Extracting AICc and BIC from an ARIMA model.
David Winsemius
dwinsemius at comcast.net
Sat Oct 19 19:32:40 CEST 2013
On Oct 19, 2013, at 3:44 AM, Chris89 wrote:
> Hi everyone!
>
> I am making some time series models, and as i want to compare a lot of
> models I thought it would be smart to compare the AIC, AICc and BIC values
> from the models. My question is, how can I extract the BIC and AICc from the
> model?
>
> As an example:
>
> kings <- scan("http://robjhyndman.com/tsdldata/misc/kings.dat",skip=3)
> mod = arima(kings, order = c(1,0,0), include.mean=T)
>
> obviously summary(mod) would suffice,
How would that "obviously" suffice? There is no summary.Arima function, at least that I see. (Maybe you have loaded an additonal package that you were asked to tell us about?)
> but I don't want to have to look
> through all the models (as there are alot... )
The models already have an "aic" element:
> modList <-list(mod,mod2); sapply(modList, "[", "aic")
$aic
[1] 352.8227
$aic
[1] 352.8227
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--
David Winsemius
Alameda, CA, USA
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