A Bayesian analysis of the accumulated count of ozone exceedances in Mexico City

Detalhes bibliográficos
Autor(a) principal: Achcar, Jorge A.
Data de Publicação: 2012
Outros Autores: Rodrigues, Eliane R., Souza, Aparecida D.P. [UNESP]
Tipo de documento: Capítulo de livro
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://hdl.handle.net/11449/220093
Resumo: We consider the problem of understanding the behaviour of the mean number of times that a given environmental threshold is surpassed by a pollutant's concentration. We assume three parametric forms for that mean. All of them are, in one way or another, related to the mean of a non-homogeneous Poisson process. The parameters of the models will be estimated under a Bayesian point of view via Markov chain Monte Carlo (MCMC) methods. Results are applied to the daily maximum ozone measurements from the monitoring network of Mexico City. © 2013 Nova Science Publishers, Inc. All rights reserved.
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spelling A Bayesian analysis of the accumulated count of ozone exceedances in Mexico CityWe consider the problem of understanding the behaviour of the mean number of times that a given environmental threshold is surpassed by a pollutant's concentration. We assume three parametric forms for that mean. All of them are, in one way or another, related to the mean of a non-homogeneous Poisson process. The parameters of the models will be estimated under a Bayesian point of view via Markov chain Monte Carlo (MCMC) methods. Results are applied to the daily maximum ozone measurements from the monitoring network of Mexico City. © 2013 Nova Science Publishers, Inc. All rights reserved.Departamento de Medicina Social Faculdade de Medicina de Ribeirão Preto Universidade de São Paulo, 14049-900 - Ribeirão Preto - SPInstituto de Matemáticas Universidad Nacional Autónoma de México Area de la Investigacíon Científica, Circuito Exterior, Ciudad Universitaria MéxicoFaculdade de Cîencias e Tecnologia Universidade Estadual Paulista Júlio de Mesquita Filho, Rua Roberto Simonsen, 19.060-900 - Pres. Prudente - SPFaculdade de Cîencias e Tecnologia Universidade Estadual Paulista Júlio de Mesquita Filho, Rua Roberto Simonsen, 19.060-900 - Pres. Prudente - SPUniversidade de São Paulo (USP)Area de la Investigacíon CientíficaUniversidade Estadual Paulista (UNESP)Achcar, Jorge A.Rodrigues, Eliane R.Souza, Aparecida D.P. [UNESP]2022-04-28T18:59:29Z2022-04-28T18:59:29Z2012-12-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/bookPart157-171Ozone and Ozone Depletion: Sources, Environmental Impact and Health, p. 157-171.http://hdl.handle.net/11449/2200932-s2.0-84895282501Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengOzone and Ozone Depletion: Sources, Environmental Impact and Healthinfo:eu-repo/semantics/openAccess2022-04-28T18:59:29Zoai:repositorio.unesp.br:11449/220093Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T22:22:07.430232Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv A Bayesian analysis of the accumulated count of ozone exceedances in Mexico City
title A Bayesian analysis of the accumulated count of ozone exceedances in Mexico City
spellingShingle A Bayesian analysis of the accumulated count of ozone exceedances in Mexico City
Achcar, Jorge A.
title_short A Bayesian analysis of the accumulated count of ozone exceedances in Mexico City
title_full A Bayesian analysis of the accumulated count of ozone exceedances in Mexico City
title_fullStr A Bayesian analysis of the accumulated count of ozone exceedances in Mexico City
title_full_unstemmed A Bayesian analysis of the accumulated count of ozone exceedances in Mexico City
title_sort A Bayesian analysis of the accumulated count of ozone exceedances in Mexico City
author Achcar, Jorge A.
author_facet Achcar, Jorge A.
Rodrigues, Eliane R.
Souza, Aparecida D.P. [UNESP]
author_role author
author2 Rodrigues, Eliane R.
Souza, Aparecida D.P. [UNESP]
author2_role author
author
dc.contributor.none.fl_str_mv Universidade de São Paulo (USP)
Area de la Investigacíon Científica
Universidade Estadual Paulista (UNESP)
dc.contributor.author.fl_str_mv Achcar, Jorge A.
Rodrigues, Eliane R.
Souza, Aparecida D.P. [UNESP]
description We consider the problem of understanding the behaviour of the mean number of times that a given environmental threshold is surpassed by a pollutant's concentration. We assume three parametric forms for that mean. All of them are, in one way or another, related to the mean of a non-homogeneous Poisson process. The parameters of the models will be estimated under a Bayesian point of view via Markov chain Monte Carlo (MCMC) methods. Results are applied to the daily maximum ozone measurements from the monitoring network of Mexico City. © 2013 Nova Science Publishers, Inc. All rights reserved.
publishDate 2012
dc.date.none.fl_str_mv 2012-12-01
2022-04-28T18:59:29Z
2022-04-28T18:59:29Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/bookPart
format bookPart
status_str publishedVersion
dc.identifier.uri.fl_str_mv Ozone and Ozone Depletion: Sources, Environmental Impact and Health, p. 157-171.
http://hdl.handle.net/11449/220093
2-s2.0-84895282501
identifier_str_mv Ozone and Ozone Depletion: Sources, Environmental Impact and Health, p. 157-171.
2-s2.0-84895282501
url http://hdl.handle.net/11449/220093
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Ozone and Ozone Depletion: Sources, Environmental Impact and Health
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 157-171
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
_version_ 1808129421076332544

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