Robust smoothing and forecasting procedures

Robust smoothing and forecasting procedures

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Article ID: iaor19951594
Country: Slovakia
Volume: 1
Issue: 1
Start Page Number: 42
End Page Number: 56
Publication Date: Jan 1992
Journal: Czechoslovak Journal for Operations Research
Authors: , ,
Abstract:

The paper deals with the robust modification of some smoothing and forecasting procedures including exponential smoothing, the Holt method, the Holt-Winters method and the basic structural model. The approach based on the robustification of the Kalman filter is compared with the ad hoc robustification of these smoothing and forecasting procedures. Two numerical examples are given.

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