most citedPartial Homoscedasticity in Causal Discovery with Linear Models

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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…