Sampling Based Estimation of In-Degree Distribution for Directed Complex Networks

DOI10.1080/10618600.2021.1873143OpenAlexW3123624109MaRDI QIDQ5066473

Shankar Bhamidi, Nelson Antunes, Tianjian Guo, Bang Wang, Vladas Pipiras

Publication date: 29 March 2022

Published in: Journal of Computational and Graphical Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/10618600.2021.1873143

zbMATH Keywords

samplingrandom walksasymptotic approachin-degreedirected networkstatistical inversion

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• quadprog
• igraph
• plfit

Cites Work

• Tails of random sums of a heavy-tailed number of light-tailed terms
• Statistical analysis of network data. Methods and models
• Evolution of the social network of scientific collaborations
• Estimating network degree distributions under sampling: an inverse problem, with applications to monitoring social media networks
• Statistical mechanics of complex networks
• Random sampling from a search engine's index
• Power-Law Distributions in Empirical Data
• Networks
• Generalized SURE for Exponential Families: Applications to Regularization

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