Stabilizing Variance with Box-Cox Transformation

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

Algorithm

Box-Cox Transformation

References

• I. 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.