Stabilizing Variance with Box-Cox TransformationΒΆ

Non-Causal Step

This step applies the Box-Cox Transformation algorithm to stabilze the variance in the data.

Input Parameters

  1. Input time-series data

Output Parameters

  1. Output time-series data

Workflow

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Algorithm

Box-Cox Transformation

References

    1. Klevecka and J. Lelis, Pre-Processing of Input Data of Neural Networks: The Case of Forecasting Telecommunication Network Traffic, Telektronikk, vol. 3/4, pp. 168-178, 2008.