Scale-free networks are rare
Real-world networks are often said to be ”scale free”, meaning their degree distribution follows a power law. Broido and Clauset perform statistical tests of this claim using a large and diverse corpus of real-world networks, showing that scale-free structure is far from universal.
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Nature Portfolio
2019
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oai:doaj.org-article:76f20100569d425b9b0c5caaa9cbcd0a2021-12-02T15:35:17ZScale-free networks are rare10.1038/s41467-019-08746-52041-1723https://doaj.org/article/76f20100569d425b9b0c5caaa9cbcd0a2019-03-01T00:00:00Zhttps://doi.org/10.1038/s41467-019-08746-5https://doaj.org/toc/2041-1723Real-world networks are often said to be ”scale free”, meaning their degree distribution follows a power law. Broido and Clauset perform statistical tests of this claim using a large and diverse corpus of real-world networks, showing that scale-free structure is far from universal.Anna D. BroidoAaron ClausetNature PortfolioarticleScienceQENNature Communications, Vol 10, Iss 1, Pp 1-10 (2019) |
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Science Q Anna D. Broido Aaron Clauset Scale-free networks are rare |
description |
Real-world networks are often said to be ”scale free”, meaning their degree distribution follows a power law. Broido and Clauset perform statistical tests of this claim using a large and diverse corpus of real-world networks, showing that scale-free structure is far from universal. |
format |
article |
author |
Anna D. Broido Aaron Clauset |
author_facet |
Anna D. Broido Aaron Clauset |
author_sort |
Anna D. Broido |
title |
Scale-free networks are rare |
title_short |
Scale-free networks are rare |
title_full |
Scale-free networks are rare |
title_fullStr |
Scale-free networks are rare |
title_full_unstemmed |
Scale-free networks are rare |
title_sort |
scale-free networks are rare |
publisher |
Nature Portfolio |
publishDate |
2019 |
url |
https://doaj.org/article/76f20100569d425b9b0c5caaa9cbcd0a |
work_keys_str_mv |
AT annadbroido scalefreenetworksarerare AT aaronclauset scalefreenetworksarerare |
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1718386604081414144 |