Third-order moment varieties of linear non-Gaussian graphical models
Third-order moment varieties of linear non-Gaussian graphical models
Abstract In this paper, we study linear non-Gaussian graphical models from the perspective of algebraic statistics. These are acyclic causal models in which each variable is a linear combination of its direct causes and independent noise. The underlying directed causal graph can be identified uniquely via the set of second …