Anomalous diffusion in the evolution of soccer championship scores : real data, mean-field analysis, and an agent-based model

Detalhes bibliográficos
Autor(a) principal: Silva, Roberto da
Data de Publicação: 2013
Outros Autores: Vainstein, Mendeli Henning, Goncalves, Sebastian, Paula, Felipe Soares Fagundes
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFRGS
Texto Completo: http://hdl.handle.net/10183/101871
Resumo: Statistics of soccer tournament scores based on the double round robin system of several countries are studied. Exploring the dynamics of team scoring during tournament seasons from recent years we find evidences of superdiffusion. A mean-field analysis results in a drift velocity equal to that of real data but in a different diffusion coefficient. Along with the analysis of real data we present the results of simulations of soccer tournaments obtained by an agent-based model which successfully describes the final scoring distribution [da Silva et al., Comput. Phys. Commun. 184, 661 (2013)]. Such model yields random walks of scores over time with the same anomalous diffusion as observed in real data.
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spelling Silva, Roberto daVainstein, Mendeli HenningGoncalves, SebastianPaula, Felipe Soares Fagundes2014-08-26T09:26:36Z20131539-3755http://hdl.handle.net/10183/101871000902203Statistics of soccer tournament scores based on the double round robin system of several countries are studied. Exploring the dynamics of team scoring during tournament seasons from recent years we find evidences of superdiffusion. A mean-field analysis results in a drift velocity equal to that of real data but in a different diffusion coefficient. Along with the analysis of real data we present the results of simulations of soccer tournaments obtained by an agent-based model which successfully describes the final scoring distribution [da Silva et al., Comput. Phys. Commun. 184, 661 (2013)]. Such model yields random walks of scores over time with the same anomalous diffusion as observed in real data.application/pdfengPhysical review. E, Statistical, nonlinear, and soft matter physics. Vol. 88, no. 2 (Aug. 2013), 022136, 8 p.Análise estatísticaMecânica estatísticaDifusãoFutebolAnomalous diffusion in the evolution of soccer championship scores : real data, mean-field analysis, and an agent-based modelEstrangeiroinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFRGSinstname:Universidade Federal do Rio Grande do Sul (UFRGS)instacron:UFRGSORIGINAL000902203.pdf000902203.pdfTexto completo (inglês)application/pdf663253http://www.lume.ufrgs.br/bitstream/10183/101871/1/000902203.pdfb22e58ffeae9eaa6e3f5c872ae5fde9dMD51TEXT000902203.pdf.txt000902203.pdf.txtExtracted Texttext/plain34113http://www.lume.ufrgs.br/bitstream/10183/101871/2/000902203.pdf.txtd840b1c3828fdf939f9a477f22c7766fMD52THUMBNAIL000902203.pdf.jpg000902203.pdf.jpgGenerated Thumbnailimage/jpeg2095http://www.lume.ufrgs.br/bitstream/10183/101871/3/000902203.pdf.jpg7e50fc45a5f80b1bfffb18475eb78ae0MD5310183/1018712024-03-28 06:23:37.783472oai:www.lume.ufrgs.br:10183/101871Repositório de PublicaçõesPUBhttps://lume.ufrgs.br/oai/requestopendoar:2024-03-28T09:23:37Repositório Institucional da UFRGS - Universidade Federal do Rio Grande do Sul (UFRGS)false
dc.title.pt_BR.fl_str_mv Anomalous diffusion in the evolution of soccer championship scores : real data, mean-field analysis, and an agent-based model
title Anomalous diffusion in the evolution of soccer championship scores : real data, mean-field analysis, and an agent-based model
spellingShingle Anomalous diffusion in the evolution of soccer championship scores : real data, mean-field analysis, and an agent-based model
Silva, Roberto da
Análise estatística
Mecânica estatística
Difusão
Futebol
title_short Anomalous diffusion in the evolution of soccer championship scores : real data, mean-field analysis, and an agent-based model
title_full Anomalous diffusion in the evolution of soccer championship scores : real data, mean-field analysis, and an agent-based model
title_fullStr Anomalous diffusion in the evolution of soccer championship scores : real data, mean-field analysis, and an agent-based model
title_full_unstemmed Anomalous diffusion in the evolution of soccer championship scores : real data, mean-field analysis, and an agent-based model
title_sort Anomalous diffusion in the evolution of soccer championship scores : real data, mean-field analysis, and an agent-based model
author Silva, Roberto da
author_facet Silva, Roberto da
Vainstein, Mendeli Henning
Goncalves, Sebastian
Paula, Felipe Soares Fagundes
author_role author
author2 Vainstein, Mendeli Henning
Goncalves, Sebastian
Paula, Felipe Soares Fagundes
author2_role author
author
author
dc.contributor.author.fl_str_mv Silva, Roberto da
Vainstein, Mendeli Henning
Goncalves, Sebastian
Paula, Felipe Soares Fagundes
dc.subject.por.fl_str_mv Análise estatística
Mecânica estatística
Difusão
Futebol
topic Análise estatística
Mecânica estatística
Difusão
Futebol
description Statistics of soccer tournament scores based on the double round robin system of several countries are studied. Exploring the dynamics of team scoring during tournament seasons from recent years we find evidences of superdiffusion. A mean-field analysis results in a drift velocity equal to that of real data but in a different diffusion coefficient. Along with the analysis of real data we present the results of simulations of soccer tournaments obtained by an agent-based model which successfully describes the final scoring distribution [da Silva et al., Comput. Phys. Commun. 184, 661 (2013)]. Such model yields random walks of scores over time with the same anomalous diffusion as observed in real data.
publishDate 2013
dc.date.issued.fl_str_mv 2013
dc.date.accessioned.fl_str_mv 2014-08-26T09:26:36Z
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10183/101871
dc.identifier.issn.pt_BR.fl_str_mv 1539-3755
dc.identifier.nrb.pt_BR.fl_str_mv 000902203
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dc.language.iso.fl_str_mv eng
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dc.relation.ispartof.pt_BR.fl_str_mv Physical review. E, Statistical, nonlinear, and soft matter physics. Vol. 88, no. 2 (Aug. 2013), 022136, 8 p.
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