Automatic Correlation Method Selection Based on Variable Types


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Documentation for package ‘smartcor’ version 1.0.1

Help Pages

available_methods Which Methods Apply to a Pair of Variable Types
compare_methods Run Every Applicable Method on One Pair
detect_type Detect the Statistical Type of a Variable
ggcor ggplot2 Heatmaps for Smart Correlation Matrices
ggcor_heatmap ggplot2 Heatmaps for Smart Correlation Matrices
ggcor_method_heatmap ggplot2 Heatmaps for Smart Correlation Matrices
plot.smartcormat Plot a Correlation Heatmap
plot_cor_heatmap Plot a Correlation Heatmap
print.smartcor Print a smartcor Object
print.smartcormat Print a smartcormat Object
smart_cor Choose and Compute a Correlation
smart_cormat Build a Mixed-Type Correlation Matrix
smart_cor_df Correlation Matrix as Plain Data Frames
test_bivariate_normality Test Bivariate Normality for Two Ordinal Variables
tidy.smartcor Tidy a smartcor Object
tidy.smartcormat Tidy a smartcormat Object
tidy.smartcor_comparison Tidy a smartcor Comparison