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Dynamic Models for Graphs

By William F. Szewczyk


• Events as reported in Reuters newswire • 139 state and non-state actors • Events from May 1989 through July 1999What’s Wrong with This Picture? The problem with most probabilistic models for graphs is that they don’t account for any graph dynamics. The p ∗-model Let G = {V, E} be a directed graph with a vertex set V = {v1,..., vg}, and edge set E = {eij} where eij = 1 if vertex vi sends a link to vertex vj and 0 otherwise for i = 1,..., g, j = 1,..., g, i = j. Model the logit of P(eij = 1) as logit(eij) = lo

Year: 2013
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