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A method to simulate multivariate outliers with known mahalanobis distances for normal and non-normal data

Monte Carlo simulations and theoretical analyses have repeatedly demonstrated the impact of outliers on statistical analysis. Most simulation studies generate outliers using one of two general approaches: by multiplying an arbitrary point by a constant or through a finite mixture. The latter can be...

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Kaituhi matua: Oscar L. Olvera Astivia
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Elsevier 2024-12-01
Rangatū:Methods in Psychology
Ngā marau:
Urunga tuihono:http://www.sciencedirect.com/science/article/pii/S2590260124000237
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