Identifying Direct Causal Effects in Latent Factor Models by Accounting for Unidentified Parents

Tom Hochsprung, Nils Sturma, Jakob Runge +2

We consider linear structural equation models with explicitly modelled latent variables. In such models, observed and latent variables solve linear equations including stochastic n…