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Fitting power-laws in empirical data with estimators that work for all exponents

Most standard methods based on maximum likelihood (ML) estimates of power-law exponents can only be reliably used to identify exponents smaller than minus one. The argument that power laws are otherwise not normalizable, depends on the underlying sample space the data is drawn from, and is true only...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Hanel, Rudolf, Corominas-Murtra, Bernat, Liu, Bo, Thurner, Stefan
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5330461/
https://ncbi.nlm.nih.gov/pubmed/28245249
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0170920
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