Uma nova forma de medir liquidez: construção e aplicação no mercado brasileiro

Detalhes bibliográficos
Autor(a) principal: Silveira, Vinicius Girardi da
Data de Publicação: 2017
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações do UFSM
Texto Completo: http://repositorio.ufsm.br/handle/1/12331
Resumo: This study aimed to construct a liquidity measure using their proxies and assess their applicability in the financial context. To that, this study proposes the creation of a negotiability measure, which is a compendium of negotiability proxies used by the literature. The statistical procedure used to obtain this measure was the time series factor analysis (TSFA), which it is an extension of traditional factor analysis, working with time series instead of cross-section data. The data used for the illustration presented came from the trading of 858 stocks on BM&FBOVESPA from January 2000 to February 2016. As a result, the measure constructed for the market was demonstrated to be consistent with the others and capable, in terms of correlation, of replacing the proxies used in its construction. In addition, it presented intermediate statistics in relation to their peers, which suggests that the measure can show more balanced results. When analyzed the applicability of the measure in liquidity pricing models, was observed that it has an explanatory power similar to the other proxies used. Having as main differential the advantage of reducing the dimensions of liquidity, considering the information contained in all proxies in only one measure. Moreover, the findings suggest no differences between the means of the measures. However, when observed the variance, the negotiability measure showed distinct from the others, presenting intermediate statistics. In this sense, it is possible to conjecture that the negotiability measure tends to present similar results when used in models based on average, as is the case of regressions. On the other hand, it may be more advantageous and accurate in models that consider variance.
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spelling 2018-02-05T11:54:10Z2018-02-05T11:54:10Z2017-02-17http://repositorio.ufsm.br/handle/1/12331This study aimed to construct a liquidity measure using their proxies and assess their applicability in the financial context. To that, this study proposes the creation of a negotiability measure, which is a compendium of negotiability proxies used by the literature. The statistical procedure used to obtain this measure was the time series factor analysis (TSFA), which it is an extension of traditional factor analysis, working with time series instead of cross-section data. The data used for the illustration presented came from the trading of 858 stocks on BM&FBOVESPA from January 2000 to February 2016. As a result, the measure constructed for the market was demonstrated to be consistent with the others and capable, in terms of correlation, of replacing the proxies used in its construction. In addition, it presented intermediate statistics in relation to their peers, which suggests that the measure can show more balanced results. When analyzed the applicability of the measure in liquidity pricing models, was observed that it has an explanatory power similar to the other proxies used. Having as main differential the advantage of reducing the dimensions of liquidity, considering the information contained in all proxies in only one measure. Moreover, the findings suggest no differences between the means of the measures. However, when observed the variance, the negotiability measure showed distinct from the others, presenting intermediate statistics. In this sense, it is possible to conjecture that the negotiability measure tends to present similar results when used in models based on average, as is the case of regressions. On the other hand, it may be more advantageous and accurate in models that consider variance.O presente estudo teve o objetivo de construir uma medida de liquidez utilizando suas proxies e avaliar a sua aplicabilidade no contexto financeiro. Para tanto, este trabalho propôs a criação de uma medida de negociabilidade, a qual é um compendio de proxies de negociabilidade empregadas pela literatura. O procedimento estatístico utilizado para a obtenção desta medida foi a Análise Fatorial de Séries Temporais (TSFA), a qual é uma extensão da análise fatorial tradicional, trabalhando com séries de tempo ao invés de dados de corte. Os dados utilizados para a ilustração apresentada foram provenientes da negociação de 858 ações na BM&FBOVESPA no período de janeiro de 2000 até fevereiro de 2016. Como resultados, a medida construída para o mercado demonstrou-se consistente em relação às demais e capaz, em termos de correlação, de substituir as proxies utilizadas na sua construção. Além disso, apresentou estatísticas intermediárias em relação aos seus pares, o que sugere que a medida pode exibir resultados mais equilibrados. Quando analisada a aplicabilidade da medida em modelos de precificação com liquidez, observou-se que ela possui um poder explicativo similar as outras proxies utilizadas. Tem como principal diferencial a vantagem de reduzir as dimensões da liquidez, pois considera a informação contida em todas as proxies em apenas uma medida. Além disso, as descobertas sugeriram não haver diferenças de médias entre as medidas. Porém, quando observada a variância, a medida de negociabilidade se mostrou distinta das demais, apresentando estatísticas intermediárias. Neste sentido, é possível conjecturar que a medida de negociabilidade tende a apresentar resultados similares quando utilizada em modelos baseados em média, como é o caso das regressões. Por outro lado, pode ser mais vantajosa e precisa em modelos que considerem a variância.porUniversidade Federal de Santa MariaCentro de Ciências Sociais e HumanasPrograma de Pós-Graduação em AdministraçãoUFSMBrasilAdministraçãoAttribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessLiquidezMedida de negociabilidadeAnálise fatorial de séries temporaisModelos de precificação com liquidezMercado acionário brasileiroLiquidityNegotiability measureTimes series factor analysisLiquidity pricing modelsBrazilian stock marketCNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAOUma nova forma de medir liquidez: construção e aplicação no mercado brasileiroA new approach to measure liquidity: construction and application in the brazilian marketinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisVieira, Kelmara Mendeshttp://lattes.cnpq.br/4786960732238120Potrich, Ani Caroline Grigionhttp://lattes.cnpq.br/7790743591539041Righi, Marcelo Bruttihttp://lattes.cnpq.br/0441646892659099http://lattes.cnpq.br/2152159888053991Silveira, Vinicius Girardi da6002000000066002e0d9da1-541d-4b9e-a97a-6a6ab3095c47a062c2d6-bbbc-45eb-b9d6-71a16dba31d48c88c94d-3167-45fd-91b7-0a0f71f1be9e0127d94a-bbb6-4446-b581-a4c6c8f0441dreponame:Biblioteca Digital de Teses e Dissertações do UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSMLICENSElicense.txtlicense.txttext/plain; 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dc.title.por.fl_str_mv Uma nova forma de medir liquidez: construção e aplicação no mercado brasileiro
dc.title.alternative.eng.fl_str_mv A new approach to measure liquidity: construction and application in the brazilian market
title Uma nova forma de medir liquidez: construção e aplicação no mercado brasileiro
spellingShingle Uma nova forma de medir liquidez: construção e aplicação no mercado brasileiro
Silveira, Vinicius Girardi da
Liquidez
Medida de negociabilidade
Análise fatorial de séries temporais
Modelos de precificação com liquidez
Mercado acionário brasileiro
Liquidity
Negotiability measure
Times series factor analysis
Liquidity pricing models
Brazilian stock market
CNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO
title_short Uma nova forma de medir liquidez: construção e aplicação no mercado brasileiro
title_full Uma nova forma de medir liquidez: construção e aplicação no mercado brasileiro
title_fullStr Uma nova forma de medir liquidez: construção e aplicação no mercado brasileiro
title_full_unstemmed Uma nova forma de medir liquidez: construção e aplicação no mercado brasileiro
title_sort Uma nova forma de medir liquidez: construção e aplicação no mercado brasileiro
author Silveira, Vinicius Girardi da
author_facet Silveira, Vinicius Girardi da
author_role author
dc.contributor.advisor1.fl_str_mv Vieira, Kelmara Mendes
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/4786960732238120
dc.contributor.referee1.fl_str_mv Potrich, Ani Caroline Grigion
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/7790743591539041
dc.contributor.referee2.fl_str_mv Righi, Marcelo Brutti
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/0441646892659099
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/2152159888053991
dc.contributor.author.fl_str_mv Silveira, Vinicius Girardi da
contributor_str_mv Vieira, Kelmara Mendes
Potrich, Ani Caroline Grigion
Righi, Marcelo Brutti
dc.subject.por.fl_str_mv Liquidez
Medida de negociabilidade
Análise fatorial de séries temporais
Modelos de precificação com liquidez
Mercado acionário brasileiro
topic Liquidez
Medida de negociabilidade
Análise fatorial de séries temporais
Modelos de precificação com liquidez
Mercado acionário brasileiro
Liquidity
Negotiability measure
Times series factor analysis
Liquidity pricing models
Brazilian stock market
CNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO
dc.subject.eng.fl_str_mv Liquidity
Negotiability measure
Times series factor analysis
Liquidity pricing models
Brazilian stock market
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO
description This study aimed to construct a liquidity measure using their proxies and assess their applicability in the financial context. To that, this study proposes the creation of a negotiability measure, which is a compendium of negotiability proxies used by the literature. The statistical procedure used to obtain this measure was the time series factor analysis (TSFA), which it is an extension of traditional factor analysis, working with time series instead of cross-section data. The data used for the illustration presented came from the trading of 858 stocks on BM&FBOVESPA from January 2000 to February 2016. As a result, the measure constructed for the market was demonstrated to be consistent with the others and capable, in terms of correlation, of replacing the proxies used in its construction. In addition, it presented intermediate statistics in relation to their peers, which suggests that the measure can show more balanced results. When analyzed the applicability of the measure in liquidity pricing models, was observed that it has an explanatory power similar to the other proxies used. Having as main differential the advantage of reducing the dimensions of liquidity, considering the information contained in all proxies in only one measure. Moreover, the findings suggest no differences between the means of the measures. However, when observed the variance, the negotiability measure showed distinct from the others, presenting intermediate statistics. In this sense, it is possible to conjecture that the negotiability measure tends to present similar results when used in models based on average, as is the case of regressions. On the other hand, it may be more advantageous and accurate in models that consider variance.
publishDate 2017
dc.date.issued.fl_str_mv 2017-02-17
dc.date.accessioned.fl_str_mv 2018-02-05T11:54:10Z
dc.date.available.fl_str_mv 2018-02-05T11:54:10Z
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http://creativecommons.org/licenses/by-nc-nd/4.0/
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http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
Centro de Ciências Sociais e Humanas
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Administração
dc.publisher.initials.fl_str_mv UFSM
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Administração
publisher.none.fl_str_mv Universidade Federal de Santa Maria
Centro de Ciências Sociais e Humanas
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