The capm and conditional capm in pricing stock indexes: evidence of changes in the estimated coefficients from 2005 to 2008

Detalhes bibliográficos
Autor(a) principal: Silva, Wendel Alex Castro
Data de Publicação: 2011
Outros Autores: Melo, Alfredo Alves de Oliveira, Pinto, Edimeire Alexandra
Tipo de documento: Artigo
Idioma: por
Título da fonte: RAM. Revista de Administração Mackenzie
Texto Completo: https://editorarevistas.mackenzie.br/index.php/RAM/article/view/2164
Resumo: This study tests and compares two versions of the general equilibrium relationship for the prediction of expected returns: the static version of the CAPM and the conditional CAPM version that considers non-stationary estimates of the coefficients over a given period. The first concern was about the explanatory power of each model and compared the effects of economic variables, and the second was to examine the occurrence of structural changes, and which periods impacted the behavior of the coefficients. The analysis was conducted on daily data of indexes representing stocks traded on the Bovespa during the period from 1st December 2005 to October 31, 2008 (721 observations). To have a minimum number of observations and estimate consistently the parameters of the regression models and so that the Newey-West correction could correct the problem of inefficiency of the coefficients violated when the classical assumptions of absence of autocorrelation and heteroscedasticity waste in some cases, had to consider breaks that were statistically more significant through the control of the monitoring period. Thus, after applying the tests to verify hypotheses classical OLS, it was found that the model chosen was the conditional CAPM, showing small Akaike information criteria (AIC) and Schwarz (BIC) without the presence of structural break. When considering the presence of structural breaks in time series, there were changes in systemic risk and total over the period observed. From these results, it is recommended to investigate the possible events that led to disruption in the series, noting the factors that contributed to such interference.
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spelling The capm and conditional capm in pricing stock indexes: evidence of changes in the estimated coefficients from 2005 to 2008El CAPM y el CAPM condicional en los índices bursátiles de precios: evidencia de los cambios en los coeficientes estimados desde 2005 hasta 2008O CAPM e o CAPM condicional na precificação de índices acionários: evidências de mudanças nos coeficientes estimados de 2005 a 2008CAPMConditional CAPMEquity indexesStructural breakRisk.CAPMCAPM condicionalÍndice de equidadRuptura estructuralRiesgo.CAPMCAPM condicionalÍndices acionáriosQuebra estruturalRisco This study tests and compares two versions of the general equilibrium relationship for the prediction of expected returns: the static version of the CAPM and the conditional CAPM version that considers non-stationary estimates of the coefficients over a given period. The first concern was about the explanatory power of each model and compared the effects of economic variables, and the second was to examine the occurrence of structural changes, and which periods impacted the behavior of the coefficients. The analysis was conducted on daily data of indexes representing stocks traded on the Bovespa during the period from 1st December 2005 to October 31, 2008 (721 observations). To have a minimum number of observations and estimate consistently the parameters of the regression models and so that the Newey-West correction could correct the problem of inefficiency of the coefficients violated when the classical assumptions of absence of autocorrelation and heteroscedasticity waste in some cases, had to consider breaks that were statistically more significant through the control of the monitoring period. Thus, after applying the tests to verify hypotheses classical OLS, it was found that the model chosen was the conditional CAPM, showing small Akaike information criteria (AIC) and Schwarz (BIC) without the presence of structural break. When considering the presence of structural breaks in time series, there were changes in systemic risk and total over the period observed. From these results, it is recommended to investigate the possible events that led to disruption in the series, noting the factors that contributed to such interference. Esta investigación evalúa y compara dos versiones de la relación de equilíbrio general para la predicción de los rendimientos esperados: la versión estática del CAPM y el CAPM condicional, el que considera no-estacionarias las estimaciones de los coeficientes durante un período determinado. La primera preocupación fue sobre el poder explicativo de cada modelo y los efectos de las variables económicas, y la segundo fue para examinar la presencia de cambios estructurales, y los períodos que tuvieron impacto en el comportamiento de los coeficientes. El análisis se realizó sobre los datos diarios de los índices de títulos negociados em la Bovespa en el período comprendido entre 1 de diciembre 2005 al 31 de octubre de 2008 (721 observaciones). Para tener un número mínimo de observaciones y estimar consistentemente los parámetros de los modelos de regresión para que la corrección de Newey-West pueda corregir el problema de la ineficiencia de los coeficientes cuando fueren violados los supuestos clásicos de la ausencia de autocorrelación y heterocedasticidad de los residuos, en algunos casos, fueron consideradas las rupturas estadísticamente más significativa a través del control, del período de monitoreo. Por lo tanto, después de aplicar las pruebas para verificar las hipótesis clásicas de MCO, se encontró que el modelo elegido sería el CAPM condicional, por tener bajo los criterios de información Akaike (AIC) y Schwarz (BIC), sin la presencia de ruptura estructural. Al considerar la presencia de ruptura estructural en la serie, han habido cambios en los riesgos sistémicos y totales en el período observado. Con estos resultados, se recomienda investigar los posibles eventos que rompen las series, teniendo en cuenta los factores que contribuyeron a tal interferencia. Este estudo testa e compara duas versões da relação de equilíbrio geral para a predição dos retornos esperados: o CAPM na versão estática e o CAPM na versão condicional, que considera não estacionárias as estimativas dos coeficientes ao longo de um determinado período. A primeira preocupação foi quanto ao poder explicativo de cada modelo e em relação aos efeitos das variáveis econômicas, e a segunda foi examinar a ocorrência de mudanças estruturais e quais os períodos impactaram no comportamento dos coeficientes. A análise foi feita em dados diários de índices representativos de papéis negociados na Bovespa no período compreendido entre 1º de dezembro de 2005 e 31 de outubro de 2008 (721 observações). Para ter um número mínimo de observações e estimar, de forma consistente, os parâmetros dos modelos de regressão e para que a correção de Newey-West pudesse corrigir o problema de ineficiência dos coeficientes quando fossem violados os pressupostos clássicos de ausências de autocorrelação e heterocedasticidade dos resíduos, em alguns casos, teve-se de considerar as quebras que fossem estatisticamente mais significativas por meio do controle do período de monitoramento. Assim, após a aplicação dos testes para verificação das hipóteses clássicas de MQO, constatou-se que o modelo escolhido seria o CAPM condicional, por apresentar menores critérios de informações de Akaike (AIC) e Schwarz (BIC), sem a presença de quebra estrutural. Quando se considerou a presença de quebra estrutural na série temporal, observaram-se mudanças nos riscos sistêmicos e totais ao longo do período observado. Diante desses resultados, recomenda-se investigar os possíveis eventos que provocaram ruptura nas séries, observando os fatores que contribuíram para tal interferência.Editora Mackenzie2011-11-10info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersioneconometriaapplication/pdfapplication/mswordhttps://editorarevistas.mackenzie.br/index.php/RAM/article/view/2164Revista de Administração Mackenzie; Vol. 13 No. 2 (2012)Revista de Administração Mackenzie; Vol. 13 Núm. 2 (2012)Revista de Administração Mackenzie (Mackenzie Management Review); v. 13 n. 2 (2012)1678-69711518-6776reponame:RAM. Revista de Administração Mackenzieinstname:Universidade Presbiteriana Mackenzie (MACKENZIE)instacron:MACKENZIEporhttps://editorarevistas.mackenzie.br/index.php/RAM/article/view/2164/3337https://editorarevistas.mackenzie.br/index.php/RAM/article/view/2164/8006Copyright (c) 2015 Revista de Administração Mackenzieinfo:eu-repo/semantics/openAccessSilva, Wendel Alex CastroMelo, Alfredo Alves de OliveiraPinto, Edimeire Alexandra2012-05-03T18:02:03Zoai:ojs.editorarevistas.mackenzie.br:article/2164Revistahttps://editorarevistas.mackenzie.br/index.php/RAM/PUBhttps://editorarevistas.mackenzie.br/index.php/RAM/oairevista.adm@mackenzie.br1678-69711518-6776opendoar:2012-05-03T18:02:03RAM. Revista de Administração Mackenzie - Universidade Presbiteriana Mackenzie (MACKENZIE)false
dc.title.none.fl_str_mv The capm and conditional capm in pricing stock indexes: evidence of changes in the estimated coefficients from 2005 to 2008
El CAPM y el CAPM condicional en los índices bursátiles de precios: evidencia de los cambios en los coeficientes estimados desde 2005 hasta 2008
O CAPM e o CAPM condicional na precificação de índices acionários: evidências de mudanças nos coeficientes estimados de 2005 a 2008
title The capm and conditional capm in pricing stock indexes: evidence of changes in the estimated coefficients from 2005 to 2008
spellingShingle The capm and conditional capm in pricing stock indexes: evidence of changes in the estimated coefficients from 2005 to 2008
Silva, Wendel Alex Castro
CAPM
Conditional CAPM
Equity indexes
Structural break
Risk.
CAPM
CAPM condicional
Índice de equidad
Ruptura estructural
Riesgo.
CAPM
CAPM condicional
Índices acionários
Quebra estrutural
Risco
title_short The capm and conditional capm in pricing stock indexes: evidence of changes in the estimated coefficients from 2005 to 2008
title_full The capm and conditional capm in pricing stock indexes: evidence of changes in the estimated coefficients from 2005 to 2008
title_fullStr The capm and conditional capm in pricing stock indexes: evidence of changes in the estimated coefficients from 2005 to 2008
title_full_unstemmed The capm and conditional capm in pricing stock indexes: evidence of changes in the estimated coefficients from 2005 to 2008
title_sort The capm and conditional capm in pricing stock indexes: evidence of changes in the estimated coefficients from 2005 to 2008
author Silva, Wendel Alex Castro
author_facet Silva, Wendel Alex Castro
Melo, Alfredo Alves de Oliveira
Pinto, Edimeire Alexandra
author_role author
author2 Melo, Alfredo Alves de Oliveira
Pinto, Edimeire Alexandra
author2_role author
author
dc.contributor.author.fl_str_mv Silva, Wendel Alex Castro
Melo, Alfredo Alves de Oliveira
Pinto, Edimeire Alexandra
dc.subject.por.fl_str_mv CAPM
Conditional CAPM
Equity indexes
Structural break
Risk.
CAPM
CAPM condicional
Índice de equidad
Ruptura estructural
Riesgo.
CAPM
CAPM condicional
Índices acionários
Quebra estrutural
Risco
topic CAPM
Conditional CAPM
Equity indexes
Structural break
Risk.
CAPM
CAPM condicional
Índice de equidad
Ruptura estructural
Riesgo.
CAPM
CAPM condicional
Índices acionários
Quebra estrutural
Risco
description This study tests and compares two versions of the general equilibrium relationship for the prediction of expected returns: the static version of the CAPM and the conditional CAPM version that considers non-stationary estimates of the coefficients over a given period. The first concern was about the explanatory power of each model and compared the effects of economic variables, and the second was to examine the occurrence of structural changes, and which periods impacted the behavior of the coefficients. The analysis was conducted on daily data of indexes representing stocks traded on the Bovespa during the period from 1st December 2005 to October 31, 2008 (721 observations). To have a minimum number of observations and estimate consistently the parameters of the regression models and so that the Newey-West correction could correct the problem of inefficiency of the coefficients violated when the classical assumptions of absence of autocorrelation and heteroscedasticity waste in some cases, had to consider breaks that were statistically more significant through the control of the monitoring period. Thus, after applying the tests to verify hypotheses classical OLS, it was found that the model chosen was the conditional CAPM, showing small Akaike information criteria (AIC) and Schwarz (BIC) without the presence of structural break. When considering the presence of structural breaks in time series, there were changes in systemic risk and total over the period observed. From these results, it is recommended to investigate the possible events that led to disruption in the series, noting the factors that contributed to such interference.
publishDate 2011
dc.date.none.fl_str_mv 2011-11-10
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
econometria
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://editorarevistas.mackenzie.br/index.php/RAM/article/view/2164
url https://editorarevistas.mackenzie.br/index.php/RAM/article/view/2164
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://editorarevistas.mackenzie.br/index.php/RAM/article/view/2164/3337
https://editorarevistas.mackenzie.br/index.php/RAM/article/view/2164/8006
dc.rights.driver.fl_str_mv Copyright (c) 2015 Revista de Administração Mackenzie
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2015 Revista de Administração Mackenzie
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/msword
dc.publisher.none.fl_str_mv Editora Mackenzie
publisher.none.fl_str_mv Editora Mackenzie
dc.source.none.fl_str_mv Revista de Administração Mackenzie; Vol. 13 No. 2 (2012)
Revista de Administração Mackenzie; Vol. 13 Núm. 2 (2012)
Revista de Administração Mackenzie (Mackenzie Management Review); v. 13 n. 2 (2012)
1678-6971
1518-6776
reponame:RAM. Revista de Administração Mackenzie
instname:Universidade Presbiteriana Mackenzie (MACKENZIE)
instacron:MACKENZIE
instname_str Universidade Presbiteriana Mackenzie (MACKENZIE)
instacron_str MACKENZIE
institution MACKENZIE
reponame_str RAM. Revista de Administração Mackenzie
collection RAM. Revista de Administração Mackenzie
repository.name.fl_str_mv RAM. Revista de Administração Mackenzie - Universidade Presbiteriana Mackenzie (MACKENZIE)
repository.mail.fl_str_mv revista.adm@mackenzie.br
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