Browsing by Subject "Random graphs"

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Deterministic Bayesian inference for the p* model

Austad, Haakon ; Friel, Nial (Journal of Machine Learning Research (JMLR), 2010)

The p* model is widely used in social network analysis. The likelihood of a network under this model is impossible to calculate for all but trivially small networks. Various approximation have been presented in the literature, ...
Review of Statistical Network Analysis: Models, Algorithms, and Software

Salter-Townshend, Michael ; White, Arthur ; Gollini, Isabella ; Murphy, Thomas Brendan (Wiley-Blackwell, 2012-08)

The analysis of network data is an area that is rapidly growing, both within and outside of the discipline of statistics. This review provides a concise summary of methods and models used in the statistical analysis of ...