Robust nonlinear partial least squares regression using the BACON algorithm

DOI10.1155/2018/7696302zbMath1437.62247OpenAlexW2895656349MaRDI QIDQ1741704

Jelloul Allal, Zoubir Zarrouk, Abdelmounaim Kerkri

Publication date: 7 May 2019

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

Full work available at URL: https://doi.org/10.1155/2018/7696302

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Robustness and adaptive procedures (parametric inference) (62F35) General nonlinear regression (62J02)

Uses Software

• mvBACON

Cites Work

• Derived components regression using the BACON algorithm
• BACON: blocked adaptive computationally efficient outlier nominators.
• Nonlinear partial least squares for consistency analysis of meteorological data
• Partial least squares algorithm yields shrinkage estimators

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