Algorithm 974: The outlierLib-A MATLAB library for outliers' detection

Alexander Novoselsky; Eugene Kagan

doi:10.1145/3054078

Algorithm 974: The outlierLib-A MATLAB library for outliers' detection

Alexander Novoselsky, Eugene Kagan

Department of Industrial Engineering and Management

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

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.

Original language	English
Article number	38
Journal	ACM Transactions on Mathematical Software
Volume	43
Issue number	4
DOIs	https://doi.org/10.1145/3054078
State	Published - Mar 2017

Keywords

Outlier

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10.1145/3054078

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Algorithm 974: The outlierLib-A MATLAB library for outliers' detection

Abstract

Keywords

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