Seasonal Adjustment

Decompose the time series into seasonal, trend, and residual components.

Inputs

Outputs

  • Time series: Original time series with some additional columns: seasonal component, trend component, residual component, and seasonally adjusted time series.

  1. Length of the season in periods (e.g. 12 for monthly data).
  2. Time series decomposition model, additive or multiplicative.
  3. The series to seasonally adjust.

Example

See also

Moving Transform