Distance Metrics for Measuring Joint Dependence with Application to Causal Inference

Shubhadeep Chakraborty, Xianyang Zhang

Many statistical applications require the quantification of joint dependence among more than two random vectors. In this work, we generalize the notion of distance covariance to qu…