2 papers
stat.ME2025
Differential Distance Correlation and Its Applications
Yixiao Liu, Pengjian Shang
In this paper, we propose a novel Euclidean-distance-based coefficient, named differential distance correlation, to measure the strength of dependence between a random variable $ Y…
stat.ME2025
Measuring Feature-Label Dependence Using Projection Correlation Statistic
Yixiao Liu, Pengjian Shang
Detecting dependence between variables is a crucial issue in statistical science. In this paper, we propose a novel metric, named label projection correlation, to measure the depen…