Measure Dependence Between Categorical and Continuous Variables


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Documentation for package ‘semidist’ version 0.1.0

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MINTsemiauto Mutual information independence test (categorical-continuous case)
MINTsemiperm Mutual information independence test (categorical-continuous case)
mv Mean Variance (MV) statistics
mv_sis Feature screening via MV Index
mv_test MV independence test
print.indtest Print Method for Independence Tests Between Categorical and Continuous Variables
sdcor Semi-distance covariance and correlation statistics
sdcov Semi-distance covariance and correlation statistics
sd_sis Feature screening via semi-distance correlation
sd_test Semi-distance independence test
switch_cat_repr Switch the representation of a categorical object
tr_estimate Estimate the trace of the covariance matrix and its square