======================================= Outlier Detection with Two-sided Median ======================================= :doc:`/SingleStepClassifiers/NonCausalStep/index` This step detects outliers in a data set by applying the *Two-sided Median* algorithm. .. rubric:: Input Parameters 1. Input data including outliers .. rubric:: Output Parameters 1. Original data with outliers marked .. rubric:: Workflow .. image:: workflow.svg .. rubric:: Algorithm :doc:`/Algorithms/TwoSidedMedian/index` .. rubric:: References - \ S.\ Basu, M. Meckesheimer, Automatic outlier detection for time series: an application to sensor data, Knowledge and Information Systems, vol. 11, Issue 2, pp 137-154, 2007.