From Conditional to Unconditional Independence: Testing Conditional Independence via Transport Maps

Chenxuan He, Yuan Gao, Liping Zhu +1

Testing conditional independence between two random vectors given a third is a fundamental and challenging problem in statistics, particularly in multivariate nonparametric setting…