Using a Bayesian approach to reconstruct graph statistics after edge sampling

Using a Bayesian approach to reconstruct graph statistics after edge sampling

Abstract Often, due to prohibitively large size or to limits to data collecting APIs, it is not possible to work with a complete network dataset and sampling is required. A type of sampling which is consistent with Twitter API restrictions is uniform edge sampling. In this paper, we propose a method...

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Bibliographic Details
Main Authors: Naomi A. Arnold, Raúl J. Mondragón, Richard G. Clegg
Format: Article
Language:English
Published: SpringerOpen 2023-11-01
Series:Applied Network Science
Subjects:
Network reconstruction
Bayesian statistics
Sampling
Online Access:https://doi.org/10.1007/s41109-023-00574-3

Internet

https://doi.org/10.1007/s41109-023-00574-3

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