Depth functions and mutidimensional medians on minimal spanning trees

DOI10.1080/02664763.2019.1636939OpenAlexW2955470123WikidataQ127522383 ScholiaQ127522383MaRDI QIDQ5036984

Lingzhe Guo, Mengta Yang, Reza Modarres

Publication date: 25 February 2022

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2019.1636939

zbMATH Keywords

graphdata depthminimal spanning treedepth functionmultidimensional median

Mathematics Subject Classification ID

Nonparametric robustness (62G35) Order statistics; empirical distribution functions (62G30) Applications of statistics (62Pxx)

Uses Software

• AS 40

Cites Work

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• Local depth
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• Multidimensional medians arising from geodesics on graphs
• Multivariate analysis by data depth: Descriptive statistics, graphics and inference. (With discussions and rejoinder)
• Estimating the cluster tree of a density by analyzing the minimal spanning tree of a sample
• Low-degree minimal spanning trees in normed spaces
• Breakdown and groups. (With discussions and rejoinder)
• From Depth to Local Depth: A Focus on Centrality
• Lens data depth and median
• Algorithmic Aspects of Graph Connectivity
• Generalization of the Gap Test for the Detection of Multivariate Outliers
• Random Graphs for Statistical Pattern Recognition

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