Causal Discovery via Transformed Low-Rank Quantile Surfaces

Ryo Kamimura, Thong Pham

We propose Low-Rank Quantile Surfaces (LRQS), a bivariate causal model in which, in the causal direction, an unknown monotone transformation of the conditional quantile surface adm…