Dynamic analysis of recurrent event data with missing observations, with application to infant diarrhoea in Brazil

Detalhes bibliográficos
Autor(a) principal: Borgan, Ørnulf
Data de Publicação: 2007
Outros Autores: Fiaccone, Rosemeire Leovigildo, Henderson, Robin, Barreto, Mauricio Lima
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFBA
Texto Completo: http://repositorio.ufba.br/ri/handle/ri/14715
Resumo: Texto completo: acesso restrito. p. 53–69
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spelling Borgan, ØrnulfFiaccone, Rosemeire LeovigildoHenderson, RobinBarreto, Mauricio LimaBorgan, ØrnulfFiaccone, Rosemeire LeovigildoHenderson, RobinBarreto, Mauricio Lima2014-03-11T11:23:55Z20070303-6898http://repositorio.ufba.br/ri/handle/ri/14715v. 34, n. 1Texto completo: acesso restrito. p. 53–69This paper examines and applies methods for modelling longitudinal binary data subject to both intermittent missingness and dropout. The paper is based around the analysis of data from a study into the health impact of a sanitation programme carried out in Salvador, Brazil. Our objective was to investigate risk factors associated with incidence and prevalence of diarrhoea in children aged up to 3 years old. In total, 926 children were followed up at home twice a week from October 2000 to January 2002 and for each child daily occurrence of diarrhoea was recorded. A challenging factor in analysing these data is the presence of between-subject heterogeneity not explained by known risk factors, combined with significant loss of observed data through either intermittent missingness (average of 78 days per child) or dropout (21% of children). We discuss modelling strategies and show the advantages of taking an event history approach with an additive discrete time regression model.Submitted by Suelen Reis (suziy.ellen@gmail.com) on 2014-03-11T11:23:54Z No. of bitstreams: 1 j.1467-9469.2006.00525.x.pdf: 845041 bytes, checksum: b1152fca6439274f2fe0cda77cbcc9a5 (MD5)Made available in DSpace on 2014-03-11T11:23:55Z (GMT). No. of bitstreams: 1 j.1467-9469.2006.00525.x.pdf: 845041 bytes, checksum: b1152fca6439274f2fe0cda77cbcc9a5 (MD5) Previous issue date: 2007http://dx.doi.org/10.1111/j.1467-9469.2006.00525.xreponame:Repositório Institucional da UFBAinstname:Universidade Federal da Bahia (UFBA)instacron:UFBAAdditive regression modelDiarrhoea incidence and prevalenceDiscrete time martingalesDropoutLongitudinal binary dataMissing dataDynamic analysis of recurrent event data with missing observations, with application to infant diarrhoea in BrazilScandinavian Journal of Statisticsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article10000-01-01info:eu-repo/semantics/openAccessengORIGINALj.1467-9469.2006.00525.x.pdfj.1467-9469.2006.00525.x.pdfapplication/pdf845041https://repositorio.ufba.br/bitstream/ri/14715/1/j.1467-9469.2006.00525.x.pdfb1152fca6439274f2fe0cda77cbcc9a5MD51LICENSElicense.txtlicense.txttext/plain1345https://repositorio.ufba.br/bitstream/ri/14715/2/license.txt0d4b811ef71182510d2015daa7c8a900MD52TEXTj.1467-9469.2006.00525.x.pdf.txtj.1467-9469.2006.00525.x.pdf.txtExtracted texttext/plain53497https://repositorio.ufba.br/bitstream/ri/14715/3/j.1467-9469.2006.00525.x.pdf.txtbd400e88efbc5257c6da11bead733c43MD53ri/147152022-07-05 14:03:23.028oai:repositorio.ufba.br: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Repositório InstitucionalPUBhttp://192.188.11.11:8080/oai/requestopendoar:19322022-07-05T17:03:23Repositório Institucional da UFBA - Universidade Federal da Bahia (UFBA)false
dc.title.pt_BR.fl_str_mv Dynamic analysis of recurrent event data with missing observations, with application to infant diarrhoea in Brazil
dc.title.alternative.pt_BR.fl_str_mv Scandinavian Journal of Statistics
title Dynamic analysis of recurrent event data with missing observations, with application to infant diarrhoea in Brazil
spellingShingle Dynamic analysis of recurrent event data with missing observations, with application to infant diarrhoea in Brazil
Borgan, Ørnulf
Additive regression model
Diarrhoea incidence and prevalence
Discrete time martingales
Dropout
Longitudinal binary data
Missing data
title_short Dynamic analysis of recurrent event data with missing observations, with application to infant diarrhoea in Brazil
title_full Dynamic analysis of recurrent event data with missing observations, with application to infant diarrhoea in Brazil
title_fullStr Dynamic analysis of recurrent event data with missing observations, with application to infant diarrhoea in Brazil
title_full_unstemmed Dynamic analysis of recurrent event data with missing observations, with application to infant diarrhoea in Brazil
title_sort Dynamic analysis of recurrent event data with missing observations, with application to infant diarrhoea in Brazil
author Borgan, Ørnulf
author_facet Borgan, Ørnulf
Fiaccone, Rosemeire Leovigildo
Henderson, Robin
Barreto, Mauricio Lima
author_role author
author2 Fiaccone, Rosemeire Leovigildo
Henderson, Robin
Barreto, Mauricio Lima
author2_role author
author
author
dc.contributor.author.fl_str_mv Borgan, Ørnulf
Fiaccone, Rosemeire Leovigildo
Henderson, Robin
Barreto, Mauricio Lima
Borgan, Ørnulf
Fiaccone, Rosemeire Leovigildo
Henderson, Robin
Barreto, Mauricio Lima
dc.subject.por.fl_str_mv Additive regression model
Diarrhoea incidence and prevalence
Discrete time martingales
Dropout
Longitudinal binary data
Missing data
topic Additive regression model
Diarrhoea incidence and prevalence
Discrete time martingales
Dropout
Longitudinal binary data
Missing data
description Texto completo: acesso restrito. p. 53–69
publishDate 2007
dc.date.issued.fl_str_mv 2007
dc.date.accessioned.fl_str_mv 2014-03-11T11:23:55Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://repositorio.ufba.br/ri/handle/ri/14715
dc.identifier.issn.none.fl_str_mv 0303-6898
dc.identifier.number.pt_BR.fl_str_mv v. 34, n. 1
identifier_str_mv 0303-6898
v. 34, n. 1
url http://repositorio.ufba.br/ri/handle/ri/14715
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.source.pt_BR.fl_str_mv http://dx.doi.org/10.1111/j.1467-9469.2006.00525.x
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