Discussion of ``Multivariate functional outlier detection by M. Hubert, P. Rousseeuw and P. Segaert

DOI10.1007/s10260-015-0303-1zbMath1441.62126OpenAlexW2045459820WikidataQ61915947 ScholiaQ61915947MaRDI QIDQ497798

Francesca Ieva, Anna Maria Paganoni

Publication date: 25 September 2015

Published in: Statistical Methods and Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10260-015-0303-1

zbMATH Keywords

outlier detectionmultivariate functional datadepth measures

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Functional data analysis (62R10) Nonparametric robustness (62G35) Characterization and structure theory for multivariate probability distributions; copulas (62H05)

Uses Software

• UCI-ml
• fda (R)

Cites Work

• Unnamed Item
• Unnamed Item
• Statistics of time warpings and phase variations
• Multivariate functional outlier detection
• Depth-based inference for functional data
• On the definition of phase and amplitude variability in functional data analysis
• A survey of outlier detection methodologies
• Simplicial band depth for multivariate functional data
• Functional data analysis.
• Curve Registration
• Curve Registration by Local Regression
• Depth Measures for Multivariate Functional Data
• Multivariate Functional Halfspace Depth
• On the Concept of Depth for Functional Data

This page was built for publication: Discussion of ``Multivariate functional outlier detection by M. Hubert, P. Rousseeuw and P. Segaert