Reducing Data Nonnormality with Box-Cox TransformationΒΆ

Non-Causal Step

This step applies the Box-Cox Transformation algorithm to make non-normally distributed data normal.

Input Parameters

  1. Non-normally time-series data

Output Parameters

  1. Time-series data that has approximately normal distribution




Box-Cox Transformation


  • 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.