[R] ARIMA with more than one seasonality period
Paulo Tanimoto
tanimoto at u.arizona.edu
Thu Jun 14 10:00:41 CEST 2007
Dear R community,
I have a project with electricity load forecasting, and I got hourly
data for system load. If you haven't worked with electricity before,
seasonality comes in many flavors: a daily pattern, with a peak at
around 7pm; a weekly pattern, in which we use more electricity on
weekdays in comparison to weekends; a winter-summer pattern, with air
conditioning and heaters playing an important role, etc.
In SAS, I could specify an ARIMA with multiple seasonality terms, say
(1,0,1) with period=24, and (1,0,1) with period=168 (I don't remember
the orders I was using). This is how many studies I found on IEEE
were modeling electricity load and it worked pretty well with the data
I have.
However, I can't seem to find how to do that in R. I've read the help
files a few times, but to no avail. Is it possible? I hope I'm
missing something straightforward.
Thank you,
Paulo Tanimoto
University of Arizona
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