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Bootstrap quantification of estimation uncertainties in network degree distributions

We propose a new method of nonparametric bootstrap to quantify estimation uncertainties in functions of network degree distribution in large ultra sparse networks. Both network degree distribution and network order are assumed to be unknown. The key idea is based on adaptation of the “blocking” argu...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Gel, Yulia R., Lyubchich, Vyacheslav, Ramirez Ramirez, L. Leticia
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5517433/
https://ncbi.nlm.nih.gov/pubmed/28724937
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-05885-x
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