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
Autor(a) principal: | |
---|---|
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. |
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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). 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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 |
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openAccess |
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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 |
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