Multivariate Outliers and the O3 Plot

DOI10.1080/10618600.2019.1575226OpenAlexW2918335431MaRDI QIDQ138484

Antony Unwin, Antony Unwin

Publication date: 29 April 2019

Published in: Journal of Computational and Graphical Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/10618600.2019.1575226

zbMATH Keywords

exploratory data analysisdata sciencestatistical graphicsdata visualizationoutlierso3parallel coordinate plots

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (4)

Anomaly Detection in High-Dimensional Data ⋮ Robust regression estimation and variable selection when cellwise and casewise outliers are present ⋮ Dimension Reduction for Outlier Detection Using DOBIN ⋮ OutliersO3

Uses Software

• R
• ggplot2
• GDAdata
• mvBACON
• FastPCS

Cites Work

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• Finding multivariate outliers with FastPCS
• Propagation of outliers in multivariate data
• BACON: blocked adaptive computationally efficient outlier nominators.
• Graphical Data Analysis with R
• Outlier Analysis

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