Confidence in Causal Inference under Structure Uncertainty in Linear Causal Models with Equal Variances

David Strieder, Mathias Drton

Inferring the effect of interventions within complex systems is a fundamental problem of statistics. A widely studied approach employs structural causal models that postulate noisy…