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math.ST2022
Asymptotic Normality of Gini Correlation in High Dimension with Applications to the K-sample Problem
Yongli Sang, Xin Dang
The categorical Gini correlation proposed by Dang et al. is a dependence measure to characterize independence between categorical and numerical variables. The asymptotic distributi…
math.ST2018★ 1 cited
On mutual information estimation for mixed-pair random variables
Aleksandr Beknazaryan, Xin Dang, Hailin Sang
We study the mutual information estimation for mixed-pair random variables. One random variable is discrete and the other one is continuous. We develop a kernel method to estimate…