Analysis of the financial margins required to hedge risks in electric power futures markets

One of the strengths of futures markets is the elimination of counterparty risk, but to accomplish this, it is important to consider the financial guarantees the clearing house requires from market participants. These margins must hedge the risk related to extreme variations in the product price, bu...

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Autores:
Pantoja-Robayo, Javier
Angarita, Kelly Maradey
Trespalacios Carrasquilla, Alfredo
Tipo de recurso:
Fecha de publicación:
2017
Institución:
Universidad EAFIT
Repositorio:
Repositorio EAFIT
Idioma:
spa
OAI Identifier:
oai:repository.eafit.edu.co:10784/13119
Acceso en línea:
http://hdl.handle.net/10784/13119
Palabra clave:
G12
G14
G18
Electric power futures market
Electric power spot market
Value at Risk
Conditional Value at Risk
Colombia
Mercado de derivados de energía eléctrica
Mercado spot de energía eléctrica
Valor en Riesgo
Valor en Riesgo Condicional
Colombia
Rights
License
Copyright (c) 2017 Javier Pantoja-Robayo, Kelly Maradey Angarita, Alfredo Trespalacios Carrasquilla
id REPOEAFIT2_2159be52a3258232d63b2524bc196981
oai_identifier_str oai:repository.eafit.edu.co:10784/13119
network_acronym_str REPOEAFIT2
network_name_str Repositorio EAFIT
repository_id_str
dc.title.eng.fl_str_mv Analysis of the financial margins required to hedge risks in electric power futures markets
dc.title.spa.fl_str_mv Evaluación de las Garantías Requeridas para Cubrir los Riesgos en los Mercados de Futuros de Energía Eléctrica
title Analysis of the financial margins required to hedge risks in electric power futures markets
spellingShingle Analysis of the financial margins required to hedge risks in electric power futures markets
G12
G14
G18
Electric power futures market
Electric power spot market
Value at Risk
Conditional Value at Risk
Colombia
Mercado de derivados de energía eléctrica
Mercado spot de energía eléctrica
Valor en Riesgo
Valor en Riesgo Condicional
Colombia
title_short Analysis of the financial margins required to hedge risks in electric power futures markets
title_full Analysis of the financial margins required to hedge risks in electric power futures markets
title_fullStr Analysis of the financial margins required to hedge risks in electric power futures markets
title_full_unstemmed Analysis of the financial margins required to hedge risks in electric power futures markets
title_sort Analysis of the financial margins required to hedge risks in electric power futures markets
dc.creator.fl_str_mv Pantoja-Robayo, Javier
Angarita, Kelly Maradey
Trespalacios Carrasquilla, Alfredo
dc.contributor.author.spa.fl_str_mv Pantoja-Robayo, Javier
Angarita, Kelly Maradey
Trespalacios Carrasquilla, Alfredo
dc.contributor.affiliation.spa.fl_str_mv Universidad EAFIT
Empresas Públicas de Medellín
Instituto Tecnológico Metropolitano
dc.subject.none.fl_str_mv G12
G14
G18
topic G12
G14
G18
Electric power futures market
Electric power spot market
Value at Risk
Conditional Value at Risk
Colombia
Mercado de derivados de energía eléctrica
Mercado spot de energía eléctrica
Valor en Riesgo
Valor en Riesgo Condicional
Colombia
dc.subject.keyword.eng.fl_str_mv Electric power futures market
Electric power spot market
Value at Risk
Conditional Value at Risk
Colombia
dc.subject.keyword.spa.fl_str_mv Mercado de derivados de energía eléctrica
Mercado spot de energía eléctrica
Valor en Riesgo
Valor en Riesgo Condicional
Colombia
description One of the strengths of futures markets is the elimination of counterparty risk, but to accomplish this, it is important to consider the financial guarantees the clearing house requires from market participants. These margins must hedge the risk related to extreme variations in the product price, but they should not be excessive to avoid limiting the number of participants in the market. In this paper we propose a new methodology to provide appropriate margins in the electricity futures market, and we present an application for the Colombian market. We conduct a Monte Carlo simulation to assess the daily changes of the futures price and estimate measures of risk for different scenarios for “El Niño” weather conditions, holding periods, and expiration times. We find that the new methodology substantially modifies required financial guarantee levels compared to the methodology currently used to calculate margins.
publishDate 2017
dc.date.issued.none.fl_str_mv 2017-12-13
dc.date.available.none.fl_str_mv 2018-11-09T18:17:56Z
dc.date.accessioned.none.fl_str_mv 2018-11-09T18:17:56Z
dc.date.none.fl_str_mv 2017-12-13
dc.type.eng.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
article
publishedVersion
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dc.type.local.spa.fl_str_mv Artículo
status_str publishedVersion
dc.identifier.issn.none.fl_str_mv 2462-8107
1657-4206
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/10784/13119
dc.identifier.doi.none.fl_str_mv 10.17230/ecos.2017.45.4
identifier_str_mv 2462-8107
1657-4206
10.17230/ecos.2017.45.4
url http://hdl.handle.net/10784/13119
dc.language.iso.spa.fl_str_mv spa
language spa
dc.relation.isversionof.none.fl_str_mv http://publicaciones.eafit.edu.co/index.php/ecos-economia/article/view/electricity-futures-market
dc.relation.uri.none.fl_str_mv http://publicaciones.eafit.edu.co/index.php/ecos-economia/article/view/electricity-futures-market
dc.rights.eng.fl_str_mv Copyright (c) 2017 Javier Pantoja-Robayo, Kelly Maradey Angarita, Alfredo Trespalacios Carrasquilla
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.local.spa.fl_str_mv Acceso abierto
rights_invalid_str_mv Copyright (c) 2017 Javier Pantoja-Robayo, Kelly Maradey Angarita, Alfredo Trespalacios Carrasquilla
Acceso abierto
http://purl.org/coar/access_right/c_abf2
dc.format.none.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Universidad EAFIT
dc.source.none.fl_str_mv instname:Universidad EAFIT
reponame:Repositorio Institucional Universidad EAFIT
dc.source.eng.fl_str_mv Ecos de Economía: A Latin American Journal of Applied Economics; Vol 21, No 45 (2017)
dc.source.spa.fl_str_mv Ecos de Economía: A Latin American Journal of Applied Economics; Vol 21, No 45 (2017)
instname_str Universidad EAFIT
institution Universidad EAFIT
reponame_str Repositorio Institucional Universidad EAFIT
collection Repositorio Institucional Universidad EAFIT
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spelling 2017-12-132018-11-09T18:17:56Z2017-12-132018-11-09T18:17:56Z2462-81071657-4206http://hdl.handle.net/10784/1311910.17230/ecos.2017.45.4One of the strengths of futures markets is the elimination of counterparty risk, but to accomplish this, it is important to consider the financial guarantees the clearing house requires from market participants. These margins must hedge the risk related to extreme variations in the product price, but they should not be excessive to avoid limiting the number of participants in the market. In this paper we propose a new methodology to provide appropriate margins in the electricity futures market, and we present an application for the Colombian market. We conduct a Monte Carlo simulation to assess the daily changes of the futures price and estimate measures of risk for different scenarios for “El Niño” weather conditions, holding periods, and expiration times. We find that the new methodology substantially modifies required financial guarantee levels compared to the methodology currently used to calculate margins.Los mercados de contratos futuros tienen como fortaleza la eliminación del riesgo de contraparte, para esto es importante el nivel de garantías que las cámaras de riesgo exigen a los participantes del mercado. Estas garantías deben cubrir las variaciones extremas del precio del producto, pero no deben ser excesivas porque reducen la cantidad de eventuales participantes en el mercado. En este trabajo se propone una metodología alternativa para la estimación de las garantías del mercado de futuros en energía eléctrica, como caso de estudio se presenta el mercado colombiano. Se realiza simulación de montecarlo para evaluar las variaciones diarias que puede tener el precio de los futuros y se estiman medidas de riesgo con diferentes escenarios de Niño, días de tenencia y vencimientos. Se encuentra que la nueva metodología propuesta modifica sustancialmente los niveles de garantía, frente a la metodología actual de cálculo, adicionalmente, se enuncian los factores que alteran su definición.application/pdfspaUniversidad EAFIThttp://publicaciones.eafit.edu.co/index.php/ecos-economia/article/view/electricity-futures-markethttp://publicaciones.eafit.edu.co/index.php/ecos-economia/article/view/electricity-futures-marketCopyright (c) 2017 Javier Pantoja-Robayo, Kelly Maradey Angarita, Alfredo Trespalacios CarrasquillaAcceso abiertohttp://purl.org/coar/access_right/c_abf2instname:Universidad EAFITreponame:Repositorio Institucional Universidad EAFITEcos de Economía: A Latin American Journal of Applied Economics; Vol 21, No 45 (2017)Ecos de Economía: A Latin American Journal of Applied Economics; Vol 21, No 45 (2017)G12G14G18Electric power futures marketElectric power spot marketValue at RiskConditional Value at RiskColombiaMercado de derivados de energía eléctricaMercado spot de energía eléctricaValor en RiesgoValor en Riesgo CondicionalColombiaAnalysis of the financial margins required to hedge risks in electric power futures marketsEvaluación de las Garantías Requeridas para Cubrir los Riesgos en los Mercados de Futuros de Energía Eléctricainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionarticlepublishedVersionArtículohttp://purl.org/coar/version/c_970fb48d4fbd8a85http://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1Pantoja-Robayo, JavierAngarita, Kelly MaradeyTrespalacios Carrasquilla, AlfredoUniversidad EAFITEmpresas Públicas de MedellínInstituto Tecnológico MetropolitanoEcos de Economía: A Latin American Journal of Applied Economics214567105ecos.econ.ORIGINALdocument (58).pdfdocument (58).pdfTexto completo PDFapplication/pdf1104670https://repository.eafit.edu.co/bitstreams/cf8a187a-24d6-479f-9a2b-110b080be90c/downloadf0c4028543eafb130f28b688724cf30fMD51articulo.htmlarticulo.htmlTexto completo HTMLtext/html399https://repository.eafit.edu.co/bitstreams/7ca4e6a7-9d0a-44c6-af86-1a0661e7655c/downloada1f33706e2581300907bc8779dc57dd4MD53THUMBNAILminaitura-ecos_Mesa de trabajo 1.jpgminaitura-ecos_Mesa de trabajo 1.jpgimage/jpeg251248https://repository.eafit.edu.co/bitstreams/5ad3af3b-8b79-4870-8dc4-154e1d5c2e20/download9b15d674b076c1793a0bc25cebb1bcefMD5210784/13119oai:repository.eafit.edu.co:10784/131192020-03-18 11:53:13.037open.accesshttps://repository.eafit.edu.coRepositorio Institucional Universidad EAFITrepositorio@eafit.edu.co