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math.ST2011
Maximum likelihood degree of variance component models
Elizabeth Gross, Mathias Drton, Sonja Petrović
Most statistical software packages implement numerical strategies for computation of maximum likelihood estimates in random effects models. Little is known, however, about the alge…
stat.OT2011★ 93 cited
Maximum lilkelihood estimation in the -model
Alessandro Rinaldo, Sonja Petrović, Stephen E. Fienberg
We study maximum likelihood estimation for the statistical model for undirected random graphs, known as the -model, in which the degree sequences are minimal sufficient statisti…