Improved Approximation and Visualization of the Correlation Matrix

DOI10.1080/00031305.2023.2186952MaRDI QIDQ6585607

Jan Graffelman, Jan de Leeuw

Publication date: 12 August 2024

Published in: The American Statistician (Search for Journal in Brave)

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

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• The approximation of one matrix by another of lower rank.
• Approximating a symmetric matrix
• Factorization of matrices by least-squares
• Lower Rank Approximation of Matrices by Least Squares with Any Choice of Weights
• On finite sequences of real numbers
• Rank reduction of correlation matrices by majorization
• Applied Linear Regression
• Calibration of Multivariate Scatter plots for Exploratory Analysis of Relations Within and Between Sets of Variables in Genomic Research
• Some distance properties of latent root and vector methods used in multivariate analysis
• The biplot graphic display of matrices with application to principal component analysis

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