Approximation of Subgraph Counts in the Uniform Attachment Model
classification
🧮 math.PR
keywords
countsapproximationssubgraphattachmentgivemodeluniformacyclic
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We use Stein's method to obtain distributional approximations of subgraph counts in the uniform attachment model or random directed acyclic graph; we provide also estimates of rates of convergence. In particular, we give uni- and multi-variate Poisson approximations to the counts of cycles, and normal approximations to the counts of unicyclic subgraphs; we also give a partial result for the counts of trees. We further find a class of multicyclic graphs whose subgraph counts are a.s. bounded as $n\to\infty$.
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