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…