seasonal {forecast} | R Documentation |
Extract components from a time series decomposition
Description
Returns a univariate time series equal to either a seasonal component, trend-cycle component or remainder component from a time series decomposition.
Usage
seasonal(object)
trendcycle(object)
remainder(object)
Arguments
object |
Value
Univariate time series.
Author(s)
Rob J Hyndman
See Also
stl
, decompose
,
tbats
, seasadj
.
Examples
plot(USAccDeaths)
fit <- stl(USAccDeaths, s.window="periodic")
lines(trendcycle(fit),col="red")
library(ggplot2)
autoplot(cbind(
Data=USAccDeaths,
Seasonal=seasonal(fit),
Trend=trendcycle(fit),
Remainder=remainder(fit)),
facets=TRUE) +
ylab("") + xlab("Year")
[Package forecast version 8.23.0 Index]