[R-SIG-Finance] Does R have a formal test for long vs short memory process? ---acf confidence intervals
Brian G. Peterson
brian at braverock.com
Fri Feb 8 14:41:04 CET 2008
I had time to investigate this this morning, and came to the same
conclusion as Spencer. Sorry for the earlier confusion.
You can see all the code for acf,pacf, and plot.acf here:
https://svn.r-project.org/R/trunk/src/library/stats/R/acf.R
It would be nice if the summary() or print() method for class acf
included the confidence interval, as I originally thought it did.
Regards,
- Brian
Spencer Graves wrote:
> The confidence intervals seem to be computed in plot.acf, not in
> acf. Do "getAnywhere(plot.acf)", then search for 'clim'. That just
> identified the following for me:
> clim0 <- if (with.ci)
> qnorm((1 + ci)/2)/sqrt(x$n.used)
> else c(0, 0)
>
> ...
>
> clim <- clim0 * sqrt(cumsum(c(1, 2 * x$acf[-1,
> i, i]^2)))
>
> ...
>
> clim <- if (with.ci.ma && i == j)
> clim0 * sqrt(cumsum(c(1, 2 * x$acf[-1, i, j]^2)))
> else clim0
>
>
> I'm not certain what all this means, but it looks like it should
> contain the answer to your question.
> Hope this helps. Spencer
>
> elton wang wrote:
>> Brian,
>> For acf chart, how to see the value of confidence
>> intervals? any reference on the calculation of this?
>> are they just 1/sqrt(size)?
>> Below is my R screen, no information on confidence
>> intervals.
>>
>>
>>> summary(acf(rnorm(1000)))
>>>
>> Length Class Mode acf 31 -none- numeric type
>> 1 -none- character
>> n.used 1 -none- numeric lag 31 -none- numeric series
>> 1 -none- character
>> snames 0 -none- NULL
>> --- "Brian G. Peterson" <brian at braverock.com> wrote:
>>
>>
>>
>>> In addition to the ACF chart, the acf calculation
>>> calculates confidence intervals for significance. The summary()
>>> method on
>>> the results of an acf will tell you what the values for these
>>> confidence intervals are.
>>>
>>>
>>
>>
>>
>>
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