R package collinear

Graph by Blas M. Benito

DOI CRAN status CRAN\_Download\_Badge

Description

Multicollinearity hinders the interpretability of linear and machine learning models.

The R package collinear, available on CRAN, combines four methods for automated multicollinearity management in modelling data frames with numeric and categorical variables.

To know more, please visit blasbenito.github.io/collinear. 10.5281/zenodo.10039489*

Blas M. Benito
Blas M. Benito
Data Scientist and Team Lead

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