Half-Trek Criterion for Identifiability of Latent Variable Models

Rina Foygel Barber, Mathias Drton, Nils Sturma +1

We consider linear structural equation models with latent variables and develop a criterion to certify whether the direct causal effects between the observable variables are identi…