Orange: Seasonal Adjustment

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Sumber: https://orange.biolab.si/widget-catalog/time-series/seasonal_adjustment/

Widget Seasonal Adjustment melakukan dekomposisi sebuah time series menjadi komponen seasonal, trend, dan residual.

Input

Time series: Time series as output by As Timeseries widget.

Output

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


Seasonal-adjustment-stamped.png
  • Length of the season in periods (e.g. 12 for monthly data).
  • Time series decomposition model, additive or multiplicative.
  • The series to seasonally adjust.

Contoh

Dalam contoh di bawah ini, dataset di load menggunakan widget File. Data tersebut di konversikan menjadi time series menggunakan widget As Timeseries

Seasonal-adjustment-ex1.png

See also

Moving Transform


Referensi

Pranala Menarik