======================================================== Data Denoising with Brown's Double Exponential Smoothing ======================================================== :doc:`/SingleStepClassifiers/CausalStep/index` This step applies the *Brown's Double Exponential Smoothing* algorithm to denoise the input time series data. .. rubric:: Input Parameters 1. One-dimensional time series data 2. A real data smoothing parameter between 0 and 1 .. rubric:: Output Parameters 1. Denoised time series data .. rubric:: Workflow .. image:: workflow.svg .. rubric:: Algorithm :doc:`/Algorithms/BrownsDoubleExponentialSmoothing/index` .. rubric:: References - NIST/SEMATECH e-Handbook of Statistical Methods `http://www.itl.nist.gov/div898/handbook `__