1 citations · 1 across the 2 of their papers we have counts for
2 papers
math.ST2023★ 1 cited
Partial Homoscedasticity in Causal Discovery with Linear Models
Jun Wu, Mathias Drton
Recursive linear structural equation models and the associated directed acyclic graphs (DAGs) play an important role in causal discovery. The classic identifiability result for thi…
math.CO2023
Identifiability of Homoscedastic Linear Structural Equation Models using Algebraic Matroids
Mathias Drton, Benjamin Hollering, Jun Wu
We consider structural equation models (SEMs), in which every variable is a function of a subset of the other variables and a stochastic error. Each such SEM is naturally associate…