Outlier Detection with Hampel Identifier

Non-Causal Step

This step detects outliers in a data set by applying the Hampel Identifier algorithm.

Input Parameters

  1. Input data including outliers

Output Parameters

  1. Original data with outliers marked

Workflow

../../../../_images/workflow33.svg

Algorithm

Hampel Identifier

References

  • R.K. Pearson, Mining Imperfect Data, Society for Industrial and Applied Mathematics, Philadelphia, PA., 2005.