Outlier Detection with One-sided MedianΒΆ

Causal Step

This step detects outliers in a data set by applying the One-sided Median algorithm.

Input Parameters

  1. Input data including outliers

Output Parameters

  1. Original data with outliers marked

Workflow

../../../../_images/workflow36.svg

Algorithm

One-sided Median

References

    1. 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.