robets

Forecasting Time Series with Robust Exponential Smoothing

CRAN Package

We provide an outlier robust alternative of the function ets() in the 'forecast' package of Hyndman and Khandakar (2008) . For each method of a class of exponential smoothing variants we made a robust alternative. The class includes methods with a damped trend and/or seasonal components. The robust method is developed by robustifying every aspect of the original exponential smoothing variant. We provide robust forecasting equations, robust initial values, robust smoothing parameter estimation and a robust information criterion. The method is described in more detail in Crevits and Croux (2016) .

  • Version1.4
  • R version≥ 3.1.1
  • LicenseGPL-3
  • Needs compilation?Yes
  • Last release03/06/2018

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