Autocorrelation and cross-correlation in time series of homicide and attempted homicide

Bibliographic Details
Main Author: Machado Filho, A.
Publication Date: 2014
Other Authors: Silva, M. F. da, Zebende, G. F.
Language: eng
Source: Repositório da Produção Científica e Intelectual do SENAI CIMATEC
Download full: http://repositoriosenaiba.fieb.org.br/handle/fieb/594
Summary: p. 12-19
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spelling Machado Filho, A.Silva, M. F. daZebende, G. F.2016-08-12T18:00:03Z2014-01MACHADO FILHO, A.; SILVA, M. F. da; ZEBENDE, G.F. Autocorrelation and cross-correlation in time series of homicide and attempted homicide. Physica A, Amsterdam, v. 400, p. 12-19, 2014.http://repositoriosenaiba.fieb.org.br/handle/fieb/594v. 400p. 12-19We propose in this paper to establish the relationship between homicides and attempted homicides by a non-stationary time-series analysis. This analysis will be carried out by Detrended Fluctuation Analysis (DFA), Detrended Cross-Correlation Analysis (DCCA), and DCCA cross-correlation coefficient, ρDCCA(n). Through this analysis we can identify a positive cross-correlation between homicides and attempted homicides. At the same time, looked at from the point of view of autocorrelation (DFA), this analysis can be more informative depending on time scale. For short scale (days), we cannot identify autocorrelations, on the scale of weeks DFA presents anti-persistent behavior, and for long time scales (n > 90 days) DFA presents a persistent behavior. Finally, the application of this new type of statistical analysis proved to be efficient and, in this sense, this paper can contribute to a more accurate descriptive statistics of crime.AmsterdamElsevierElsevierhttp://ac.els-cdn.com/S0378437114000193/1-s2.0-S0378437114000193-main.pdf?_tid=c336db6c-60b1-11e6-97de-00000aacb361&acdnat=1471022908_27069ae02f6f9e7ff3d56ba2b61936c4reponame:Repositório da Produção Científica e Intelectual do SENAI CIMATECinstname:Serviço Nacional de Aprendizagem Industrial Campus Integrado de Manufatura e Tecnologia (SENAI CIMATEC)instacron:SENAI CIMATECDFADCCADCCA cross-correlation coefficientCrimeHomicideAutocorrelation and cross-correlation in time series of homicide and attempted homicidePhysica AProdução bibliográfica: Artigos completos publicados em periódicosinfo:eu-repo/semantics/publishedVersionaberto2016-08-13T18:00:03Zenginfo:eu-repo/semantics/openAccessORIGINALAutocorrelation ....pdfAutocorrelation ....pdfapplication/pdf858570http://repositoriosenaiba.fieb.org.br/bitstream/fieb/594/1/Autocorrelation%20....pdfa1dfa989e9768fc549e0a9596155d6cbMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositoriosenaiba.fieb.org.br/bitstream/fieb/594/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD52fieb/5942016-08-12 15:00:03.302oai:repositoriosenaiba.fieb.org.br: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Repositório Institucionalhttp://repositoriosenaiba.fieb.org.br/oaiadriano.santos@fieb.org.bropendoar:2016-08-12T18:00:03Repositório da Produção Científica e Intelectual do SENAI CIMATEC - Serviço Nacional de Aprendizagem Industrial Campus Integrado de Manufatura e Tecnologia (SENAI CIMATEC)false
dc.title.pt_BR.fl_str_mv Autocorrelation and cross-correlation in time series of homicide and attempted homicide
dc.title.alternative.pt_BR.fl_str_mv Physica A
title Autocorrelation and cross-correlation in time series of homicide and attempted homicide
spellingShingle Autocorrelation and cross-correlation in time series of homicide and attempted homicide
Machado Filho, A.
DFA
DCCA
DCCA cross-correlation coefficient
Crime
Homicide
title_short Autocorrelation and cross-correlation in time series of homicide and attempted homicide
title_full Autocorrelation and cross-correlation in time series of homicide and attempted homicide
title_fullStr Autocorrelation and cross-correlation in time series of homicide and attempted homicide
title_full_unstemmed Autocorrelation and cross-correlation in time series of homicide and attempted homicide
title_sort Autocorrelation and cross-correlation in time series of homicide and attempted homicide
author Machado Filho, A.
author_facet Machado Filho, A.
Silva, M. F. da
Zebende, G. F.
author_role author
author2 Silva, M. F. da
Zebende, G. F.
author2_role author
author
dc.contributor.author.fl_str_mv Machado Filho, A.
Silva, M. F. da
Zebende, G. F.
dc.subject.por.fl_str_mv DFA
DCCA
DCCA cross-correlation coefficient
Crime
Homicide
topic DFA
DCCA
DCCA cross-correlation coefficient
Crime
Homicide
description p. 12-19
publishDate 2014
dc.date.issued.fl_str_mv 2014-01
dc.date.accessioned.fl_str_mv 2016-08-12T18:00:03Z
dc.type.driver.fl_str_mv Produção bibliográfica: Artigos completos publicados em periódicos
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
status_str publishedVersion
dc.identifier.citation.fl_str_mv MACHADO FILHO, A.; SILVA, M. F. da; ZEBENDE, G.F. Autocorrelation and cross-correlation in time series of homicide and attempted homicide. Physica A, Amsterdam, v. 400, p. 12-19, 2014.
dc.identifier.uri.fl_str_mv http://repositoriosenaiba.fieb.org.br/handle/fieb/594
dc.identifier.number.pt_BR.fl_str_mv v. 400
identifier_str_mv MACHADO FILHO, A.; SILVA, M. F. da; ZEBENDE, G.F. Autocorrelation and cross-correlation in time series of homicide and attempted homicide. Physica A, Amsterdam, v. 400, p. 12-19, 2014.
v. 400
url http://repositoriosenaiba.fieb.org.br/handle/fieb/594
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Elsevier
Elsevier
publisher.none.fl_str_mv Elsevier
Elsevier
dc.source.pt_BR.fl_str_mv http://ac.els-cdn.com/S0378437114000193/1-s2.0-S0378437114000193-main.pdf?_tid=c336db6c-60b1-11e6-97de-00000aacb361&acdnat=1471022908_27069ae02f6f9e7ff3d56ba2b61936c4
dc.source.none.fl_str_mv reponame:Repositório da Produção Científica e Intelectual do SENAI CIMATEC
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instacron:SENAI CIMATEC
instname_str Serviço Nacional de Aprendizagem Industrial Campus Integrado de Manufatura e Tecnologia (SENAI CIMATEC)
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collection Repositório da Produção Científica e Intelectual do SENAI CIMATEC
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repository.mail.fl_str_mv adriano.santos@fieb.org.br
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