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A likelihood based framework for assessing network evolution models tested on real network data

Richard Clegg, Raul Landa, Miguel Rio, Uli Harder

Conference or Workshop Paper
Workshop on Simplifying Complex Network for Practitioners
June, 2009
ISBN 978-1-60558-704-2
DOI 10.1145/1610304.1610306

This paper presents a statistically sound method for using likelihood to assess potential models of network evolution. The method is tested on data from five real networks. Data from the internet autonomous system network, from two photo sharing sites and from a co-authorship network are tested using this framework.

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