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Normal approximation for subgraph counts in age-dependent random connection models

Normal approximation for subgraph counts in age-dependent random connection models

来源:Arxiv_logoArxiv
英文摘要

We study normal approximation of subgraph counts in a model of spatial scale-free random networks known as the age-dependent random connection model. In the light-tailed regime where only moments of order $(2 + \varepsilon)$ are finite, we study the asymptotic normality of both clique and subtree counts. For clique counts, we establish a multivariate quantitative normal approximation result through the Malliavin-Stein method. In the more delicate case of subtree counts, we obtain distributional convergence based on a central limit theorem for sequences of associated random variables.

Christian Hirsch、Rapha?l Lachièze-Rey、Takashi Owada

数学

Christian Hirsch,Rapha?l Lachièze-Rey,Takashi Owada.Normal approximation for subgraph counts in age-dependent random connection models[EB/OL].(2025-05-14)[2025-06-09].https://arxiv.org/abs/2505.09318.点此复制

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