DetMCD in a Calibration Framework

DOI10.1007/978-3-7908-2604-3_61zbMath1436.62231OpenAlexW50193972MaRDI QIDQ3298520

Mia Hubert, Peter J. Rousseeuw, Tim Verdonck

Publication date: 14 July 2020

Published in: Proceedings of COMPSTAT'2010 (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-7908-2604-3_61

zbMATH Keywords

outliersrobustnessdeterministic algorithmRPCRRSIMPLS

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Factor analysis and principal components; correspondence analysis (62H25) Estimation in multivariate analysis (62H12) Robustness and adaptive procedures (parametric inference) (62F35)

Related Items (2)

Optimization techniques for multivariate least trimmed absolute deviation estimation ⋮ DetMCD

Uses Software

• LIBRA
• ROBPCA

Cites Work

• Principal component regression for data containing outliers and missing elements
• Least Median of Squares Regression
• Alternatives to the Median Absolute Deviation
• Sign and rank covariance matrices

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