Detecting multivariate outliers: Use a robust variant of the Mahalanobis distance

By C. Leys, Olivier Klein, Yves Dominicy, Christophe Ley. 2018

448 citations recorded by the source corpus.

Subfields: Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/2cde6e4a47839d073fd731cd08bb36dd5080d8ec

Citations in the corpus

• Generalized Out-of-Distribution Detection: A Survey (2021, unknown): “Methods involve multivariate Gaussian distribution (De Maesschalck et al., 2000; Leys et al., 2018), mixed Gaussian distribution (Red-ner & Walker, 1984; Eskin, 2000), and Poisson distribution (Turcotte et al., 2016).”