semidist

Measure Dependence Between Categorical and Continuous Variables

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Semi-distance and mean-variance (MV) index are proposed to measure the dependence between a categorical random variable and a continuous variable. Test of independence and feature screening for classification problems can be implemented via the two dependence measures. For the details of the methods, see Zhong et al. (2023) ; Cui and Zhong (2019) ; Cui, Li and Zhong (2015) .


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