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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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| 發表在: | Sci Rep |
|---|---|
| Main Authors: | , , |
| 格式: | Artigo |
| 語言: | Inglês |
| 出版: |
Nature Publishing Group UK
2017
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| 主題: | |
| 在線閱讀: | 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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