Fitting the linear preferential attachment model

DOI10.1214/17-EJS1327zbMath1387.62074arXiv1703.03095OpenAlexW2604262976MaRDI QIDQ2408253

Richard A. Davis, Tiandong Wang, Phyllis Wan, Sidney I. Resnick

Publication date: 12 October 2017

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1703.03095

zbMATH Keywords

estimationpower lawspreferential attachmentmultivariate heavy tail statistics

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Estimation in multivariate analysis (62H12) Social networks; opinion dynamics (91D30)

Related Items (12)

Measuring reciprocity in a directed preferential attachment network ⋮ Asymptotic dependence of in- and out-degrees in a preferential attachment model with reciprocity ⋮ Directed hybrid random networks mixing preferential attachment with uniform attachment mechanisms ⋮ Consistency of Hill estimators in a linear preferential attachment model ⋮ Random networks with heterogeneous reciprocity ⋮ Poisson edge growth and preferential attachment networks ⋮ Growth of common friends in a preferential attachment model ⋮ Generating directed networks with predetermined assortativity measures ⋮ Degree growth rates and index estimation in a directed preferential attachment model ⋮ Are extreme value estimation methods useful for network data? ⋮ Inference for the degree distributions of preferential attachment networks with zero-degree nodes ⋮ On a Minimum Distance Procedure for Threshold Selection in Tail Analysis

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