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Relation between PLS and OLS regression in terms of the eigenvalue distribution of the regressor covariance matrix

David del Val et al.

Journal of Multivariate Analysis2026https://doi.org/10.1016/j.jmva.2026.105626article
AJG 3ABDC A
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https://doi.org/https://doi.org/10.1016/j.jmva.2026.105626

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@article{david2026,
  title        = {{Relation between PLS and OLS regression in terms of the eigenvalue distribution of the regressor covariance matrix}},
  author       = {David del Val et al.},
  journal      = {Journal of Multivariate Analysis},
  year         = {2026},
  doi          = {https://doi.org/https://doi.org/10.1016/j.jmva.2026.105626},
}

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Relation between PLS and OLS regression in terms of the eigenvalue distribution of the regressor covariance matrix

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F · citation impact0.50 × 0.4 = 0.20
M · momentum0.50 × 0.15 = 0.07
V · venue signal0.50 × 0.05 = 0.03
R · text relevance †0.50 × 0.4 = 0.20

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