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arxiv: 1101.3709 · v3 · pith:LVAHBD7Dnew · submitted 2011-01-19 · 🧮 math.ST · stat.TH

Estimation of means in graphical Gaussian models with symmetries

classification 🧮 math.ST stat.TH
keywords meansgaussiangraphicalmodelspartitioncoloredconditioncorresponding
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We study the problem of estimability of means in undirected graphical Gaussian models with symmetry restrictions represented by a colored graph. Following on from previous studies, we partition the variables into sets of vertices whose corresponding means are restricted to being identical. We find a necessary and sufficient condition on the partition to ensure equality between the maximum likelihood and least-squares estimators of the mean.

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