Correlation-Based and Model-Based Predictor Pruning
Coerce CorrCombo to a Data Frame
Select Variable Subsets with Low Association (Mixed-Type Data Frame In...
CorrCombo S4 class
Association-Based Predictor Pruning
corrselect: Correlation-Based and Model-Based Predictor Pruning
Select Variable Subsets with Low Correlation (Data Frame Interface)
Extract Variable Subsets from a CorrCombo Object
Select Variable Subsets with Low Correlation or Association (Matrix In...
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').