Browsing by Author "Bouranis, Lampros"

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Efficient Bayesian inference for exponential random graph models by correcting the pseudo-posterior distribution

Bouranis, Lampros ; Friel, Nial ; Maire, Florian (Elsevier, 2017-07)

Exponential random graph models are an important tool in the statistical analysis of data. However, Bayesian parameter estimation for these models is extremely challenging, since evaluation of the posterior distribution ...