A Kernel Test for Causal Association via Noise Contrastive Backdoor Adjustment

Robert Hu, Dino Sejdinovic, Robin J. Evans

Causal inference grows increasingly complex as the number of confounders increases. Given treatments $X$, confounders $Z$ and outcomes $Y$, we develop a non-parametric method to te…