Identifiability of Gaussian Structural Equation Models with Dependent Errors Having Equal Variances

21 Jun 2018Jose M. Peña

In this paper, we prove that some Gaussian structural equation models with dependent errors having equal variances are identifiable from their corresponding Gaussian distributions. Specifically, we prove identifiability for the Gaussian structural equation models that can be represented as Andersson-Madigan-Perlman chain graphs (Andersson et al., 2001)... (read more)

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