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- W2741418392 abstract "A statistical approach to a posteriori blockmodeling for digraphs and valued digraphs is proposed. The probability model assumes that the vertices of the digraph are partitioned iuto several unobserved (latent) classes and that the probability distribution of the relation between two vertices depends only on the classes to which they belong. A Bayesian estimator based on Gibbs sampling is proposed. The basic model is not identified. because class labels are arbitrary. The resulting identifiability problems are solved by restricting inference to the posterior distributions of invariant functions of the parameters and the vertex class membership. In addition, models are considered where class labels are identified by prior distributions for the class membership of some of the vertices. The model is illustrated by an example from the social networks literature (Kapferer's tailor shop)." @default.
- W2741418392 created "2017-08-08" @default.
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- W2741418392 date "2001-01-01" @default.
- W2741418392 modified "2023-09-27" @default.
- W2741418392 title "Estimation and Prediction for" @default.
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