====================================================== Reducing Data Nonnormality with Box-Cox Transformation ====================================================== :doc:`/SingleStepClassifiers/NonCausalStep/index` This step applies the *Box-Cox Transformation* algorithm to make non-normally distributed data normal. .. rubric:: Input Parameters 1. Non-normally time-series data .. rubric:: Output Parameters 1. Time-series data that has approximately normal distribution .. rubric:: Workflow .. image:: workflow.svg .. rubric:: Algorithm :doc:`/Algorithms/BoxCoxTransformation/index` .. rubric:: 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.