Correlation-Based and Model-Based Predictor Pruning


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Documentation for package ‘corrselect’ version 3.0.2

Help Pages

as.data.frame.CorrCombo Coerce CorrCombo to a Data Frame
assocSelect Select Variable Subsets with Low Association (Mixed-Type Data Frame Interface)
bioclim_example Example Bioclimatic Data for Ecological Modeling
CorrCombo CorrCombo S4 class
CorrCombo-class CorrCombo S4 class
corrPrune Association-Based Predictor Pruning
corrSelect Select Variable Subsets with Low Correlation (Data Frame Interface)
corrSubset Extract Variable Subsets from a CorrCombo Object
cor_example Example Correlation Matrix with Block Structure
genes_example Example Gene Expression Data for Bioinformatics
longitudinal_example Example Longitudinal Data for Clinical Research
MatSelect Select Variable Subsets with Low Correlation or Association (Matrix Interface)
modelPrune Model-Based Predictor Pruning
show-method CorrCombo S4 class
survey_example Example Survey Data for Social Science Research