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Abstract: this paper we extend the approach of Snijders and Nowicki (1997) to the case where relations can be directed and can have an arbirary set of possible values, and where the number of classes is arbitrary. The vector of attributes x specifying the class structure is considered to be unobserved (latent). Conditional on the vector x, we model y using a generalization of the pairdependent stochastic blockmodel. The model can be regarded as a mixture model because the classes to which the vertices... (Update)
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BibTeX entry: (Update)
@article{ nowicki01estimation,
author = "Krzysztof Nowicki and Tom A. B. Snijders",
title = "Estimation and Prediction for Stochastic Blockstructures",
journal = "Journal of the American Statistical Association",
volume = "96",
number = "455",
pages = "1077--??",
year = "2001",
url = "citeseer.ist.psu.edu/399633.html" }
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