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I am currently working on a manuscript that relies on an agent-based model simulation. To simulate different network structures I am using the algorithm proposed by Watts and Strogatz (1998) as implemented in the igraph package in R (function: watts.strogatz.game).
In order to position the manuscript correctly, I would need to show that a Watts-Strogatz model
(a) can be used as an approximation of a real life network and
(b) has previously been used successfully in agent-based models.
I'm therefore looking for references that
(a) either assess the fit of a Watts-Strogatz model based on real-life network data (and show it fits well) and/ or
(b) have used a Watts-Strogatz model for some agent-based model simulation.
If you know of any references that fit into these two categories, I would love to hear about them!
Thanks very much for your help in advance,
Watts, Duncan J. and Steven H. Strogatz (1998), "Collective dynamics of small-world networks," Nature, 393 (6684), 440 - 42
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