Multivariate outlier detection

  • Hawkins D
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Abstract

This chapter contains sections titled: * Univariate versus multivariate outlier detection * Robust versus non-robust outlier detection * The chi-square plot * Automated multivariate outlier detection and visualisation * Other graphical approaches for identifying outliers and groups * Summary

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Hawkins, D. M. (1980). Multivariate outlier detection. In Identification of Outliers (pp. 104–114). Springer Netherlands. https://doi.org/10.1007/978-94-015-3994-4_8

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