Extract components from a time series decomposition

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

Object created by decompose, stl or tbats.

Value

Univariate time series.

See also

stl, decompose, tbats, seasadj.

Author

Rob J Hyndman

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")