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The Birth-Death-Mutation Process: A New Paradigm for Fat Tailed Distributions

Fat tailed statistics and power-laws are ubiquitous in many complex systems. Usually the appearance of of a few anomalously successful individuals (bio-species, investors, websites) is interpreted as reflecting some inherent “quality” (fitness, talent, giftedness) as in Darwin's theory of natur...

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Detalles Bibliográficos
Autores principales: Maruvka, Yosef E., Kessler, David A., Shnerb, Nadav M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3206027/
https://www.ncbi.nlm.nih.gov/pubmed/22069453
http://dx.doi.org/10.1371/journal.pone.0026480
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author Maruvka, Yosef E.
Kessler, David A.
Shnerb, Nadav M.
author_facet Maruvka, Yosef E.
Kessler, David A.
Shnerb, Nadav M.
author_sort Maruvka, Yosef E.
collection PubMed
description Fat tailed statistics and power-laws are ubiquitous in many complex systems. Usually the appearance of of a few anomalously successful individuals (bio-species, investors, websites) is interpreted as reflecting some inherent “quality” (fitness, talent, giftedness) as in Darwin's theory of natural selection. Here we adopt the opposite, “neutral”, outlook, suggesting that the main factor explaining success is merely luck. The statistics emerging from the neutral birth-death-mutation (BDM) process is shown to fit marvelously many empirical distributions. While previous neutral theories have focused on the power-law tail, our theory economically and accurately explains the entire distribution. We thus suggest the BDM distribution as a standard neutral model: effects of fitness and selection are to be identified by substantial deviations from it.
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spelling pubmed-32060272011-11-08 The Birth-Death-Mutation Process: A New Paradigm for Fat Tailed Distributions Maruvka, Yosef E. Kessler, David A. Shnerb, Nadav M. PLoS One Research Article Fat tailed statistics and power-laws are ubiquitous in many complex systems. Usually the appearance of of a few anomalously successful individuals (bio-species, investors, websites) is interpreted as reflecting some inherent “quality” (fitness, talent, giftedness) as in Darwin's theory of natural selection. Here we adopt the opposite, “neutral”, outlook, suggesting that the main factor explaining success is merely luck. The statistics emerging from the neutral birth-death-mutation (BDM) process is shown to fit marvelously many empirical distributions. While previous neutral theories have focused on the power-law tail, our theory economically and accurately explains the entire distribution. We thus suggest the BDM distribution as a standard neutral model: effects of fitness and selection are to be identified by substantial deviations from it. Public Library of Science 2011-11-01 /pmc/articles/PMC3206027/ /pubmed/22069453 http://dx.doi.org/10.1371/journal.pone.0026480 Text en Maruvka et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Maruvka, Yosef E.
Kessler, David A.
Shnerb, Nadav M.
The Birth-Death-Mutation Process: A New Paradigm for Fat Tailed Distributions
title The Birth-Death-Mutation Process: A New Paradigm for Fat Tailed Distributions
title_full The Birth-Death-Mutation Process: A New Paradigm for Fat Tailed Distributions
title_fullStr The Birth-Death-Mutation Process: A New Paradigm for Fat Tailed Distributions
title_full_unstemmed The Birth-Death-Mutation Process: A New Paradigm for Fat Tailed Distributions
title_short The Birth-Death-Mutation Process: A New Paradigm for Fat Tailed Distributions
title_sort birth-death-mutation process: a new paradigm for fat tailed distributions
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3206027/
https://www.ncbi.nlm.nih.gov/pubmed/22069453
http://dx.doi.org/10.1371/journal.pone.0026480
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