Algorithm 974: The OutlierLib - A MATLAB Library for Outliers' Detection

Abstract

The article presents a library of MATLAB functions that implement the widely used algorithms of outlier detection. The library includes the outlier tests for univariate and multivariate data sets with an approximately normal distribution. The software library is accompanied by a brief review of the methods for detecting and treating outliers.

DOI: 10.1145/3054078

Cite this paper

@article{Novoselsky2017Algorithm9T, title={Algorithm 974: The OutlierLib - A MATLAB Library for Outliers' Detection}, author={Alexander Novoselsky and Eugene Kagan}, journal={ACM Trans. Math. Softw.}, year={2017}, volume={43}, pages={38:1-38:3} }