Crossmark

Enhancing accuracy in modelling highly multicollinear data using alternative shrinkage parameters for ridge regression methods

Crossref DOI link: https://doi.org/10.1038/s41598-025-94857-7

Published Online: 2025-03-28

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Akhtar, Nadeem https://orcid.org/0000-0002-2169-5185
Alharthi, Muteb Faraj
License Information

Text and Data Mining valid from 2025-03-28

Version of Record valid from 2025-03-28
More Information

Article History

Received: 28 December 2024

Accepted: 17 March 2025

First Online: 28 March 2025

Declarations

:

: The authors declare no competing interests.