Algebraic Equivalence of Linear Structural Equation Models

10 Jul 2018 Thijs van Ommen Joris M. Mooij

Despite their popularity, many questions about the algebraic constraints imposed by linear structural equation models remain open problems. For causal discovery, two of these problems are especially important: the enumeration of the constraints imposed by a model, and deciding whether two graphs define the same statistical model... (read more)

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