Diversification and Garch volatility effect in investment portfolios

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Objective: To demonstrate the incidence of diversification in the reduction of stochastic volatility in an investment portfolio. Method: It is a Causal explanation and quantitative research that is based on the quantification and statistical analysis of financial time series of financial assets list...

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Detalles Bibliográficos
Autor: Chambi Condori, Pedro Pablo
Formato: artículo
Fecha de Publicación:2018
Institución:Universidad Nacional Mayor de San Marcos
Repositorio:Revistas - Universidad Nacional Mayor de San Marcos
Lenguaje:español
OAI Identifier:oai:ojs.csi.unmsm:article/13375
Enlace del recurso:https://revistasinvestigacion.unmsm.edu.pe/index.php/quipu/article/view/13375
Nivel de acceso:acceso abierto
Materia:Diversification
volatility
profitability
portfolios
investment.
Diversificación
volatilidad
rentabilidad
portafolios
inversión.
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spelling Diversification and Garch volatility effect in investment portfoliosEfecto diversificación y volatilidad Garch en portafolios de inversiónChambi Condori, Pedro PabloDiversificationvolatilityprofitabilityportfoliosinvestment.Diversificaciónvolatilidadrentabilidadportafoliosinversión.Objective: To demonstrate the incidence of diversification in the reduction of stochastic volatility in an investment portfolio. Method: It is a Causal explanation and quantitative research that is based on the quantification and statistical analysis of financial time series of financial assets listed on the Lima Stock Exchange in the period 2014-2017. Results: The selected sample consisted of eight securities that are part of the Selective Index of the Lima Stock Exchange. Five investment portfolios have been organized with financial time series; the number of securities in each of these investment portfolios has been varied and recorded. Descriptive statistical analysis has been applied obtaining the expected return on investment and its GARCH volatility. Conclusions: In the structuring of investment portfolios, the theory of diversification has been applied as shown by the results on table 2. Applying the reduction effect of volatility is extremely important for placement agents and for stockbrokers since it contributes to the objective of minimizing risk and maximizing profitability. The techniques and quantitative tools available allow modeling, forecasting and simulations as well as optimization and determination of volatility models shown on table 4, which benefit all those involved in the optimal organization of investment portfolios.Objetivo: Demostrar la incidencia de la diversificación en la reducción de la volatilidad estocástica en un portafolio de inversión. Método: Es un tipo de investigación cuantitativa, causal y explicativa que tiene como base la cuantificación y análisis estadística de series de tiempo financieras de activos financieros que cotizan en la Bolsa de Valores de Lima en el periodo 2014 -2017. Resultados: La muestra seleccionada estuvo conformado por 8 títulos que forman parte del Índice Selectivo de la Bolsa de Valores de Lima, series de tiempo financieras con las que se ha organizado cinco portafolios de inversión variando en cada uno de ellos el número de títulos y registrando la varianza para cada caso a las que se ha aplicado el análisis estadístico descriptivo, obteniendo la rentabilidad esperada y su volatilidad GARCH. Conclusiones: En la estructuración de carteras de inversión, aplicando la teoría de diversificación, tal cual mostrado en los resultados de la tabla 2, el efecto reducción de la volatilidad es de singular importancia para los agentes estructuradores de inversión y para los agentes inversionistas, dado que contribuye al objetivo de minimización del riesgo y la maximización de la rentabilidad. Las técnicas y las herramientas cuantitativas disponibles, permiten realizar modelación, pronósticos y simulaciones, como los modelos de optimización y determinación de volatilidad, tabla 4, que contribuyen a los involucrados en la óptima organización de carteras de inversión.Universidad Nacional Mayor de San Marcos, Facultad de Ciencias Contables2018-12-29info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdftext/htmlhttps://revistasinvestigacion.unmsm.edu.pe/index.php/quipu/article/view/1337510.15381/quipu.v26i52.13375Quipukamayoc; Vol. 26 Núm. 52 (2018); 3-9Quipukamayoc; Vol. 26 No. 52 (2018); 3-91609-81961560-9103reponame:Revistas - Universidad Nacional Mayor de San Marcosinstname:Universidad Nacional Mayor de San Marcosinstacron:UNMSMspahttps://revistasinvestigacion.unmsm.edu.pe/index.php/quipu/article/view/13375/13384https://revistasinvestigacion.unmsm.edu.pe/index.php/quipu/article/view/13375/13558Derechos de autor 2018 pedro pablo chambi condorihttps://creativecommons.org/licenses/by-nc-sa/4.0info:eu-repo/semantics/openAccessoai:ojs.csi.unmsm:article/133752020-06-18T12:41:12Z
dc.title.none.fl_str_mv Diversification and Garch volatility effect in investment portfolios
Efecto diversificación y volatilidad Garch en portafolios de inversión
title Diversification and Garch volatility effect in investment portfolios
spellingShingle Diversification and Garch volatility effect in investment portfolios
Chambi Condori, Pedro Pablo
Diversification
volatility
profitability
portfolios
investment.
Diversificación
volatilidad
rentabilidad
portafolios
inversión.
title_short Diversification and Garch volatility effect in investment portfolios
title_full Diversification and Garch volatility effect in investment portfolios
title_fullStr Diversification and Garch volatility effect in investment portfolios
title_full_unstemmed Diversification and Garch volatility effect in investment portfolios
title_sort Diversification and Garch volatility effect in investment portfolios
dc.creator.none.fl_str_mv Chambi Condori, Pedro Pablo
author Chambi Condori, Pedro Pablo
author_facet Chambi Condori, Pedro Pablo
author_role author
dc.subject.none.fl_str_mv Diversification
volatility
profitability
portfolios
investment.
Diversificación
volatilidad
rentabilidad
portafolios
inversión.
topic Diversification
volatility
profitability
portfolios
investment.
Diversificación
volatilidad
rentabilidad
portafolios
inversión.
description Objective: To demonstrate the incidence of diversification in the reduction of stochastic volatility in an investment portfolio. Method: It is a Causal explanation and quantitative research that is based on the quantification and statistical analysis of financial time series of financial assets listed on the Lima Stock Exchange in the period 2014-2017. Results: The selected sample consisted of eight securities that are part of the Selective Index of the Lima Stock Exchange. Five investment portfolios have been organized with financial time series; the number of securities in each of these investment portfolios has been varied and recorded. Descriptive statistical analysis has been applied obtaining the expected return on investment and its GARCH volatility. Conclusions: In the structuring of investment portfolios, the theory of diversification has been applied as shown by the results on table 2. Applying the reduction effect of volatility is extremely important for placement agents and for stockbrokers since it contributes to the objective of minimizing risk and maximizing profitability. The techniques and quantitative tools available allow modeling, forecasting and simulations as well as optimization and determination of volatility models shown on table 4, which benefit all those involved in the optimal organization of investment portfolios.
publishDate 2018
dc.date.none.fl_str_mv 2018-12-29
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://revistasinvestigacion.unmsm.edu.pe/index.php/quipu/article/view/13375
10.15381/quipu.v26i52.13375
url https://revistasinvestigacion.unmsm.edu.pe/index.php/quipu/article/view/13375
identifier_str_mv 10.15381/quipu.v26i52.13375
dc.language.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://revistasinvestigacion.unmsm.edu.pe/index.php/quipu/article/view/13375/13384
https://revistasinvestigacion.unmsm.edu.pe/index.php/quipu/article/view/13375/13558
dc.rights.none.fl_str_mv Derechos de autor 2018 pedro pablo chambi condori
https://creativecommons.org/licenses/by-nc-sa/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Derechos de autor 2018 pedro pablo chambi condori
https://creativecommons.org/licenses/by-nc-sa/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
text/html
dc.publisher.none.fl_str_mv Universidad Nacional Mayor de San Marcos, Facultad de Ciencias Contables
publisher.none.fl_str_mv Universidad Nacional Mayor de San Marcos, Facultad de Ciencias Contables
dc.source.none.fl_str_mv Quipukamayoc; Vol. 26 Núm. 52 (2018); 3-9
Quipukamayoc; Vol. 26 No. 52 (2018); 3-9
1609-8196
1560-9103
reponame:Revistas - Universidad Nacional Mayor de San Marcos
instname:Universidad Nacional Mayor de San Marcos
instacron:UNMSM
instname_str Universidad Nacional Mayor de San Marcos
instacron_str UNMSM
institution UNMSM
reponame_str Revistas - Universidad Nacional Mayor de San Marcos
collection Revistas - Universidad Nacional Mayor de San Marcos
repository.name.fl_str_mv
repository.mail.fl_str_mv
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