Learning Non-Gaussian SEMs with Conditional Risk, and Why the Direction of Recursion Matters

Ujas Shah, Panagiota Birmpa, Rebecca Morrison

Variance-based methods recover a Gaussian linear structural equation model (SEM) with equal or suitably constrained error variances, either by recursively identifying the source no…