2 papers
math.ST2025
Causal Discovery for Linear Non-Gaussian Models with Disjoint Cycles
Mathias Drton, Marina Garrote-López, Niko Nikov +2
The paradigm of linear structural equation modeling readily allows one to incorporate causal feedback loops in the model specification. These appear as directed cycles in the commo…
stat.ME2018
High-Dimensional Causal Discovery Under non-Gaussianity
Y. Samuel Wang, Mathias Drton
We consider graphical models based on a recursive system of linear structural equations. This implies that there is an ordering, , of the variables such that each observed varia…