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corrselect: Correlation-Based and Model-Based Predictor Pruning
Provides functions for predictor pruning using association-based and model-based approaches. Includes corrPrune() for fast correlation-based pruning, modelPrune() for VIF-based regression pruning, and exact graph-theoretic algorithms (Eppstein–Löffler–Strash, Bron–Kerbosch) for exhaustive subset enumeration. Supports linear models, GLMs, and mixed models ('lme4', 'glmmTMB').
Getting started
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Package details |
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| Author | Gilles Colling [aut, cre, cph] (ORCID: <https://orcid.org/0000-0003-3070-6066>) |
| Maintainer | Gilles Colling <gilles.colling051@gmail.com> |
| License | MIT + file LICENSE |
| Version | 3.2.3 |
| URL | https://gillescolling.com/corrselect/ |
| Package repository | View on CRAN |
| Installation |
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