Identification in Tree-shaped Linear Structural Causal Models

Benito van der Zander, Marcel Wienöbst, Markus Bläser +1

Linear structural equation models represent direct causal effects as directed edges and confounding factors as bidirected edges. An open problem is to identify the causal parameter…