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CONDITIONAL DISTANCE CORRELATION

Statistical inference on conditional dependence is essential in many fields including genetic association studies and graphical models. The classicmeasures focus on linear conditional correlations, and are incapable of characterizing non-linear conditional relationship including non-monotonic relationship.