Bayesian causal discovery: Posterior concentration and optimal detection

Valentinian Lungu, Joni Shaska, Ioannis Kontoyiannis +1

We consider the problem of Bayesian causal discovery for the standard model of linear structural equations with equivariant Gaussian noise. A uniform prior is placed on the space o…