Robust Principal Components

DOI10.1080/03610918908812795zbMath0695.62142OpenAlexW2048127846MaRDI QIDQ3471484

Larry P. Ammann

Publication date: 1989

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918908812795

zbMATH Keywords

principal component analysismultivariate analysisfactor analysiseigenvalue decompositionrobust principal components

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25)

Related Items (2)

A unified approach to exploratory factor analysis with missing data, nonnormal data, and in the presence of outliers ⋮ Robust mean and covariance structure analysis through iteratively reweighted least squares

Uses Software

• SAS

Cites Work

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• The influence function in the errors in variables problem
• A routine for converting regression algorithms into corresponding orthogonal regression algorithms
• A System of Subroutines for Iteratively Reweighted Least Squares Computations

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