Distinguishing Cause from Effect with Causal Velocity Models

Johnny Xi, Hugh Dance, Peter Orbanz +1

Bivariate structural causal models (SCM) are often used to infer causal direction by examining their goodness-of-fit under restricted model classes. In this paper, we describe a pa…