Determinantes da estrutura de capital e teoria do trade-off: aplica????o de modelos para dados em painel, regress??o quant??lica e regress??o quant??lica penalizada com efeitos fixos

Detalhes bibliográficos
Autor(a) principal: Guimar??es, Paulo Roberto Fonteles
Data de Publicação: 2019
Tipo de documento: Tese
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações da UCB
Texto Completo: https://bdtd.ucb.br:8443/jspui/handle/tede/2578
Resumo: The present work has the main objective of evaluating the main conclusions and results derived from the capital structure trade-off theory, using panel data of 144 brazilian firms in the period ranging between 2013 and 2018. Among all the possible theoretical frameworks that explain firms??? financing decisions and capital structure choices, it was decided to adopt the trade-off framework as there is quite a lot of empirical evidence about its validity. Besides, there is a variety of mathematical theoretical models, both in a statical and in a dynamic view, that build up the foundations of this theory, hence providing some testable results. Based on the empirical data, the main panel data estimators were applied, i.e., fixed effects, random effects, pooled ordinary least squares and first difference estimators, which were compared among themselves with the use of statistical tests and fit measures. In a second moment, with the intention of identifying the behaviour of the relationships among variables under different levels of tax benefits and bankruptcy costs, which are the main elements of the trade-off theory, some quantile regressions were estimated, including the penalized quantile regression with fixed effects model proposed by Koenker (2004). This model allows the estimation of conditional quantile functions, controlling the non-observed heterogeneity in the data by using the shrinkage technique. This last model is considered to be innovative to this kind of work, as it was not found any other study that applied this method to model firms??? capital structure. After estimating all the regressions, empirical evidence in favor of the trade-off theory was found. Finally, as a secondary objective, a broad literary review about the trade-off theory of capital structure was built, ranging since the earliest studies until the more modern ones created nowadays.
id UCB_3c462746836179d27cba7eecd01be15b
oai_identifier_str oai:bdtd.ucb.br:tede/2578
network_acronym_str UCB
network_name_str Biblioteca Digital de Teses e Dissertações da UCB
spelling Carhuajulca, Jaime Jos?? Orrillohttp://lattes.cnpq.br/0227304533127933http://lattes.cnpq.br/8481559899465799Guimar??es, Paulo Roberto Fonteles2019-05-28T18:51:06Z2019-02-28GUIMAR??ES, Paulo Roberto Fonteles. Determinantes da estrutura de capital e teoria do trade-off: aplica????o de modelos para dados em painel, regress??o quant??lica e regress??o quant??lica penalizada com efeitos fixos. 2019. 131 f. Tese (Programa Stricto Sensu em Economia de Empresas) - Universidade Cat??lica de Bras??lia, Bras??lia, 2019.https://bdtd.ucb.br:8443/jspui/handle/tede/2578The present work has the main objective of evaluating the main conclusions and results derived from the capital structure trade-off theory, using panel data of 144 brazilian firms in the period ranging between 2013 and 2018. Among all the possible theoretical frameworks that explain firms??? financing decisions and capital structure choices, it was decided to adopt the trade-off framework as there is quite a lot of empirical evidence about its validity. Besides, there is a variety of mathematical theoretical models, both in a statical and in a dynamic view, that build up the foundations of this theory, hence providing some testable results. Based on the empirical data, the main panel data estimators were applied, i.e., fixed effects, random effects, pooled ordinary least squares and first difference estimators, which were compared among themselves with the use of statistical tests and fit measures. In a second moment, with the intention of identifying the behaviour of the relationships among variables under different levels of tax benefits and bankruptcy costs, which are the main elements of the trade-off theory, some quantile regressions were estimated, including the penalized quantile regression with fixed effects model proposed by Koenker (2004). This model allows the estimation of conditional quantile functions, controlling the non-observed heterogeneity in the data by using the shrinkage technique. This last model is considered to be innovative to this kind of work, as it was not found any other study that applied this method to model firms??? capital structure. After estimating all the regressions, empirical evidence in favor of the trade-off theory was found. Finally, as a secondary objective, a broad literary review about the trade-off theory of capital structure was built, ranging since the earliest studies until the more modern ones created nowadays.O presente trabalho tem o principal objetivo de avaliar as principais conclus??es e resultados da teoria do trade-off da estrutura de capital a partir de dados em painel de 144 empresas brasileiras no per??odo entre 2013 e 2018. Dentre as poss??veis linhas acad??micas que explicam as decis??es de financiamento da firma e escolha de estrutura de capital, decidiu-se por adotar a vertente te??rica do tradeoff em fun????o de existir ampla evid??ncia emp??rica sobre sua validade. Al??m disso, h?? uma variedade de modelos te??ricos matem??ticos, est??ticos e din??micos que servem como arcabou??o te??rico para esta teoria e, portanto, fornecem diversos resultados test??veis. A partir dos dados emp??ricos, foram aplicados os principais estimadores de dados em painel, isto ??, os estimadores de efeitos fixos, efeitos aleat??rios, m??nimos quadrados ordin??rios agrupados e primeira diferen??a, os quais foram comparados entre si por meio de diversos testes estat??sticos e medidas de ajuste. Em um segundo momento, a fim de identificar o comportamento das rela????es entre as vari??veis sob diferentes n??veis de benef??cios fiscais e custos de bancarrota, elementos principais da teoria do trade-off, foram estimadas diversas regress??es quant??licas, inclusive o modelo de regress??o quant??lica penalizada com efeitos fixos proposto por Koenker (2004). Este modelo permite estimar fun????es quant??licas condicionais controlando para a heterogeneidade n??o-observada dos dados por meio da t??cnica de shrinkage. Esta aplica????o ?? considerada inovadora para este tipo de trabalho, n??o tendo sido encontrado outro estudo com a aplica????o deste modelo para o estudo da estrutura de capital. Uma vez estimadas as regress??es, foram encontradas evid??ncias emp??ricas a favor da teoria do trade-off. Finalmente, como objetivo secund??rio, buscou-se reunir uma ampla revis??o liter??ria sobre a teoria do trade-off da estrutura de capital, abarcando desde os estudos incipientes seminais sobre o tema at?? aqueles mais modernos elaborados nos dias atuais.Submitted by Sara Ribeiro (sara.ribeiro@ucb.br) on 2019-05-28T18:50:54Z No. of bitstreams: 1 PauloRobertoFontelesGuimaraesDissertacao2019.pdf: 1293768 bytes, checksum: 4d13747a918f64eecfff7193b99ba210 (MD5)Approved for entry into archive by Sara Ribeiro (sara.ribeiro@ucb.br) on 2019-05-28T18:51:06Z (GMT) No. of bitstreams: 1 PauloRobertoFontelesGuimaraesDissertacao2019.pdf: 1293768 bytes, checksum: 4d13747a918f64eecfff7193b99ba210 (MD5)Made available in DSpace on 2019-05-28T18:51:06Z (GMT). No. of bitstreams: 1 PauloRobertoFontelesGuimaraesDissertacao2019.pdf: 1293768 bytes, checksum: 4d13747a918f64eecfff7193b99ba210 (MD5) Previous issue date: 2019-02-28application/pdfhttps://bdtd.ucb.br:8443/jspui/retrieve/6417/PauloRobertoFontelesGuimaraesDissertacao2019.pdf.jpgporUniversidade Cat??lica de Bras??liaPrograma Stricto Sensu em Economia de EmpresasUCBBrasilEscola de Gest??o e Neg??ciosDados em painelEstrutura de capitalTeoria do Trade-OffTrade-Off TheoryCapital structurePanel dataCNPQ::CIENCIAS SOCIAIS APLICADAS::ECONOMIADeterminantes da estrutura de capital e teoria do trade-off: aplica????o de modelos para dados em painel, regress??o quant??lica e regress??o quant??lica penalizada com efeitos fixosinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisinfo:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UCBinstname:Universidade Católica de Brasília (UCB)instacron:UCBLICENSElicense.txtlicense.txttext/plain; charset=utf-81831https://200.214.135.178:8443/jspui/bitstream/tede/2578/1/license.txtd7d5e5ec75089f122abe937645a56120MD51ORIGINALPauloRobertoFontelesGuimaraesDissertacao2019.pdfPauloRobertoFontelesGuimaraesDissertacao2019.pdfapplication/pdf1293768https://200.214.135.178:8443/jspui/bitstream/tede/2578/2/PauloRobertoFontelesGuimaraesDissertacao2019.pdf4d13747a918f64eecfff7193b99ba210MD52TEXTPauloRobertoFontelesGuimaraesDissertacao2019.pdf.txtPauloRobertoFontelesGuimaraesDissertacao2019.pdf.txttext/plain219163https://200.214.135.178:8443/jspui/bitstream/tede/2578/3/PauloRobertoFontelesGuimaraesDissertacao2019.pdf.txtd52fb248a62b09a431662b0791d07ac4MD53THUMBNAILPauloRobertoFontelesGuimaraesDissertacao2019.pdf.jpgPauloRobertoFontelesGuimaraesDissertacao2019.pdf.jpgimage/jpeg5709https://200.214.135.178:8443/jspui/bitstream/tede/2578/4/PauloRobertoFontelesGuimaraesDissertacao2019.pdf.jpgc816e702a7da3a9c6727ee9a134a260eMD54tede/25782019-05-29 01:06:52.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Biblioteca Digital de Teses e Dissertaçõeshttps://bdtd.ucb.br:8443/jspui/
dc.title.por.fl_str_mv Determinantes da estrutura de capital e teoria do trade-off: aplica????o de modelos para dados em painel, regress??o quant??lica e regress??o quant??lica penalizada com efeitos fixos
title Determinantes da estrutura de capital e teoria do trade-off: aplica????o de modelos para dados em painel, regress??o quant??lica e regress??o quant??lica penalizada com efeitos fixos
spellingShingle Determinantes da estrutura de capital e teoria do trade-off: aplica????o de modelos para dados em painel, regress??o quant??lica e regress??o quant??lica penalizada com efeitos fixos
Guimar??es, Paulo Roberto Fonteles
Dados em painel
Estrutura de capital
Teoria do Trade-Off
Trade-Off Theory
Capital structure
Panel data
CNPQ::CIENCIAS SOCIAIS APLICADAS::ECONOMIA
title_short Determinantes da estrutura de capital e teoria do trade-off: aplica????o de modelos para dados em painel, regress??o quant??lica e regress??o quant??lica penalizada com efeitos fixos
title_full Determinantes da estrutura de capital e teoria do trade-off: aplica????o de modelos para dados em painel, regress??o quant??lica e regress??o quant??lica penalizada com efeitos fixos
title_fullStr Determinantes da estrutura de capital e teoria do trade-off: aplica????o de modelos para dados em painel, regress??o quant??lica e regress??o quant??lica penalizada com efeitos fixos
title_full_unstemmed Determinantes da estrutura de capital e teoria do trade-off: aplica????o de modelos para dados em painel, regress??o quant??lica e regress??o quant??lica penalizada com efeitos fixos
title_sort Determinantes da estrutura de capital e teoria do trade-off: aplica????o de modelos para dados em painel, regress??o quant??lica e regress??o quant??lica penalizada com efeitos fixos
author Guimar??es, Paulo Roberto Fonteles
author_facet Guimar??es, Paulo Roberto Fonteles
author_role author
dc.contributor.advisor1.fl_str_mv Carhuajulca, Jaime Jos?? Orrillo
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/0227304533127933
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/8481559899465799
dc.contributor.author.fl_str_mv Guimar??es, Paulo Roberto Fonteles
contributor_str_mv Carhuajulca, Jaime Jos?? Orrillo
dc.subject.por.fl_str_mv Dados em painel
Estrutura de capital
Teoria do Trade-Off
topic Dados em painel
Estrutura de capital
Teoria do Trade-Off
Trade-Off Theory
Capital structure
Panel data
CNPQ::CIENCIAS SOCIAIS APLICADAS::ECONOMIA
dc.subject.eng.fl_str_mv Trade-Off Theory
Capital structure
Panel data
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS SOCIAIS APLICADAS::ECONOMIA
dc.description.abstract.eng.fl_txt_mv The present work has the main objective of evaluating the main conclusions and results derived from the capital structure trade-off theory, using panel data of 144 brazilian firms in the period ranging between 2013 and 2018. Among all the possible theoretical frameworks that explain firms??? financing decisions and capital structure choices, it was decided to adopt the trade-off framework as there is quite a lot of empirical evidence about its validity. Besides, there is a variety of mathematical theoretical models, both in a statical and in a dynamic view, that build up the foundations of this theory, hence providing some testable results. Based on the empirical data, the main panel data estimators were applied, i.e., fixed effects, random effects, pooled ordinary least squares and first difference estimators, which were compared among themselves with the use of statistical tests and fit measures. In a second moment, with the intention of identifying the behaviour of the relationships among variables under different levels of tax benefits and bankruptcy costs, which are the main elements of the trade-off theory, some quantile regressions were estimated, including the penalized quantile regression with fixed effects model proposed by Koenker (2004). This model allows the estimation of conditional quantile functions, controlling the non-observed heterogeneity in the data by using the shrinkage technique. This last model is considered to be innovative to this kind of work, as it was not found any other study that applied this method to model firms??? capital structure. After estimating all the regressions, empirical evidence in favor of the trade-off theory was found. Finally, as a secondary objective, a broad literary review about the trade-off theory of capital structure was built, ranging since the earliest studies until the more modern ones created nowadays.
dc.description.abstract.por.fl_txt_mv O presente trabalho tem o principal objetivo de avaliar as principais conclus??es e resultados da teoria do trade-off da estrutura de capital a partir de dados em painel de 144 empresas brasileiras no per??odo entre 2013 e 2018. Dentre as poss??veis linhas acad??micas que explicam as decis??es de financiamento da firma e escolha de estrutura de capital, decidiu-se por adotar a vertente te??rica do tradeoff em fun????o de existir ampla evid??ncia emp??rica sobre sua validade. Al??m disso, h?? uma variedade de modelos te??ricos matem??ticos, est??ticos e din??micos que servem como arcabou??o te??rico para esta teoria e, portanto, fornecem diversos resultados test??veis. A partir dos dados emp??ricos, foram aplicados os principais estimadores de dados em painel, isto ??, os estimadores de efeitos fixos, efeitos aleat??rios, m??nimos quadrados ordin??rios agrupados e primeira diferen??a, os quais foram comparados entre si por meio de diversos testes estat??sticos e medidas de ajuste. Em um segundo momento, a fim de identificar o comportamento das rela????es entre as vari??veis sob diferentes n??veis de benef??cios fiscais e custos de bancarrota, elementos principais da teoria do trade-off, foram estimadas diversas regress??es quant??licas, inclusive o modelo de regress??o quant??lica penalizada com efeitos fixos proposto por Koenker (2004). Este modelo permite estimar fun????es quant??licas condicionais controlando para a heterogeneidade n??o-observada dos dados por meio da t??cnica de shrinkage. Esta aplica????o ?? considerada inovadora para este tipo de trabalho, n??o tendo sido encontrado outro estudo com a aplica????o deste modelo para o estudo da estrutura de capital. Uma vez estimadas as regress??es, foram encontradas evid??ncias emp??ricas a favor da teoria do trade-off. Finalmente, como objetivo secund??rio, buscou-se reunir uma ampla revis??o liter??ria sobre a teoria do trade-off da estrutura de capital, abarcando desde os estudos incipientes seminais sobre o tema at?? aqueles mais modernos elaborados nos dias atuais.
description The present work has the main objective of evaluating the main conclusions and results derived from the capital structure trade-off theory, using panel data of 144 brazilian firms in the period ranging between 2013 and 2018. Among all the possible theoretical frameworks that explain firms??? financing decisions and capital structure choices, it was decided to adopt the trade-off framework as there is quite a lot of empirical evidence about its validity. Besides, there is a variety of mathematical theoretical models, both in a statical and in a dynamic view, that build up the foundations of this theory, hence providing some testable results. Based on the empirical data, the main panel data estimators were applied, i.e., fixed effects, random effects, pooled ordinary least squares and first difference estimators, which were compared among themselves with the use of statistical tests and fit measures. In a second moment, with the intention of identifying the behaviour of the relationships among variables under different levels of tax benefits and bankruptcy costs, which are the main elements of the trade-off theory, some quantile regressions were estimated, including the penalized quantile regression with fixed effects model proposed by Koenker (2004). This model allows the estimation of conditional quantile functions, controlling the non-observed heterogeneity in the data by using the shrinkage technique. This last model is considered to be innovative to this kind of work, as it was not found any other study that applied this method to model firms??? capital structure. After estimating all the regressions, empirical evidence in favor of the trade-off theory was found. Finally, as a secondary objective, a broad literary review about the trade-off theory of capital structure was built, ranging since the earliest studies until the more modern ones created nowadays.
publishDate 2019
dc.date.accessioned.fl_str_mv 2019-05-28T18:51:06Z
dc.date.issued.fl_str_mv 2019-02-28
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
status_str publishedVersion
format doctoralThesis
dc.identifier.citation.fl_str_mv GUIMAR??ES, Paulo Roberto Fonteles. Determinantes da estrutura de capital e teoria do trade-off: aplica????o de modelos para dados em painel, regress??o quant??lica e regress??o quant??lica penalizada com efeitos fixos. 2019. 131 f. Tese (Programa Stricto Sensu em Economia de Empresas) - Universidade Cat??lica de Bras??lia, Bras??lia, 2019.
dc.identifier.uri.fl_str_mv https://bdtd.ucb.br:8443/jspui/handle/tede/2578
identifier_str_mv GUIMAR??ES, Paulo Roberto Fonteles. Determinantes da estrutura de capital e teoria do trade-off: aplica????o de modelos para dados em painel, regress??o quant??lica e regress??o quant??lica penalizada com efeitos fixos. 2019. 131 f. Tese (Programa Stricto Sensu em Economia de Empresas) - Universidade Cat??lica de Bras??lia, Bras??lia, 2019.
url https://bdtd.ucb.br:8443/jspui/handle/tede/2578
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Cat??lica de Bras??lia
dc.publisher.program.fl_str_mv Programa Stricto Sensu em Economia de Empresas
dc.publisher.initials.fl_str_mv UCB
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Escola de Gest??o e Neg??cios
publisher.none.fl_str_mv Universidade Cat??lica de Bras??lia
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações da UCB
instname:Universidade Católica de Brasília (UCB)
instacron:UCB
instname_str Universidade Católica de Brasília (UCB)
instacron_str UCB
institution UCB
reponame_str Biblioteca Digital de Teses e Dissertações da UCB
collection Biblioteca Digital de Teses e Dissertações da UCB
bitstream.url.fl_str_mv https://200.214.135.178:8443/jspui/bitstream/tede/2578/1/license.txt
https://200.214.135.178:8443/jspui/bitstream/tede/2578/2/PauloRobertoFontelesGuimaraesDissertacao2019.pdf
https://200.214.135.178:8443/jspui/bitstream/tede/2578/3/PauloRobertoFontelesGuimaraesDissertacao2019.pdf.txt
https://200.214.135.178:8443/jspui/bitstream/tede/2578/4/PauloRobertoFontelesGuimaraesDissertacao2019.pdf.jpg
bitstream.checksum.fl_str_mv d7d5e5ec75089f122abe937645a56120
4d13747a918f64eecfff7193b99ba210
d52fb248a62b09a431662b0791d07ac4
c816e702a7da3a9c6727ee9a134a260e
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1724829779616595968