Semiparametric Efficiency of Residual Correlation Testing under Gaussian Additive Noise Models

Yin Tang, Yanyuan Ma, Bing Li

This paper studies conditional independence testing under the Gaussian additive noise model (GANM), where two variables are modeled as nonlinear functions of covariates with indepe…