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math.ST2025
Characteristic Imsets for Cyclic Linear Causal Models and the Chickering Ideal
Joseph Johnson, Pardis Semnani
Two directed graphs are called covariance equivalent if they induce the same set of covariance matrices, up to a Lebesgue measure zero set, on the random variables of their associa…
math.ST2024★ 1 cited
New directions in algebraic statistics: Three challenges from 2023
Yulia Alexandr, Miles Bakenhus, Mark Curiel +11
In the last quarter of a century, algebraic statistics has established itself as an expanding field which uses multilinear algebra, commutative algebra, computational algebra, geom…