The relative value of interventional and observational samples in Bayesian Causal Linear Gaussian Models

Valentinian Lungu, Anish Dhir, Mark van der Wilk +1

We investigate the asymptotic properties of Bayesian bivariate causal discovery for Gaussian Linear Structural Equation Models (SEMs) with heteroscedastic noise. We demonstrate tha…