Risk premium for futures on the VIX-squared under the Eraker-Wu (2017) model
Autor(a) principal: | |
---|---|
Data de Publicação: | 2023 |
Tipo de documento: | Dissertação |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10071/30477 |
Resumo: | This dissertation has as its main objective to explore and analyze in detail the two-factor model proposed by Eraker and Wu (2017) in different financial contexts. Initially, we show the model and its equilibrium specification under physical measure. We detail the full specification of the model, including the stochastic processes that are involved, and represent the equations in matricial notation to facilitate the analysis. Moreover, we study affine transformations, which allow us to simplify and better understand of the model. That said, we extend our analysis to consider the same two-factor model, but now under the risk-neutral measure. We then introduce stochastic discount factor concept, that is fundamental to evaluate financial assets, when working on risk-neutral measure. Again, the model specification is detailed under this measure, keeping a rigorous approach and affine transforms are proposed to simplify the analysis. Later, we focus our attention in the premium associated with futures contracts of the VIX (-squared) index, an important concept as far as the volatility market is concerned. Using equations and results derived on previous chapters, we explore in depth some underlying fundamentals to this premium, being the main one, to prove that these contracts have negative expected values and how they can be applied in risk management and investment strategies. |
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Risk premium for futures on the VIX-squared under the Eraker-Wu (2017) modelÍndice VIX -- VIX indexVIX-squaredFuturesVolatilidade -- VolatilityPremiumÍndice Standard and Poor's -- S&P 500Risk managementVIX-quadradoFuturosPrémio -- AwardGestão do riscoThis dissertation has as its main objective to explore and analyze in detail the two-factor model proposed by Eraker and Wu (2017) in different financial contexts. Initially, we show the model and its equilibrium specification under physical measure. We detail the full specification of the model, including the stochastic processes that are involved, and represent the equations in matricial notation to facilitate the analysis. Moreover, we study affine transformations, which allow us to simplify and better understand of the model. That said, we extend our analysis to consider the same two-factor model, but now under the risk-neutral measure. We then introduce stochastic discount factor concept, that is fundamental to evaluate financial assets, when working on risk-neutral measure. Again, the model specification is detailed under this measure, keeping a rigorous approach and affine transforms are proposed to simplify the analysis. Later, we focus our attention in the premium associated with futures contracts of the VIX (-squared) index, an important concept as far as the volatility market is concerned. Using equations and results derived on previous chapters, we explore in depth some underlying fundamentals to this premium, being the main one, to prove that these contracts have negative expected values and how they can be applied in risk management and investment strategies.Esta dissertação tem como objetivo principal explorar e analisar em detalhe o modelo de dois fatores proposto por Eraker e Wu (2017) em diferentes contextos financeiros. Inicialmente, apresentamos o modelo e sua configuração de equilíbrio sob a medida física. Detalhamos a especificação completa do modelo, incluindo os processos estocásticos envolvidos, e representamos as suas equações em notação matricial para facilitar a análise. Além disso, estudamos transformações afins que levam a uma simplificação e melhor compreensão do modelo. Posto isto, estendemos a nossa análise ao considerar o mesmo modelo de dois fatores, mas sob a medida de risco neutro. Introduzimos o conceito de fator de desconto estocástico, que é fundamental para avaliar os ativos financeiros, quando trabalhamos com a medida de risco neutro. Novamente, detalhamos a especificação do modelo sob esta medida, mantendo uma abordagem rigorosa e discutindo as transformações afins envolvidas que simplificam a análise. Feita toda a análise, concentramos a nossa atenção no prémio associado aos contratos de futuros do índice VIX (ao quadrado), um conceito importante no que diz respeito à volatilidade dos mercados. Utilizando equações e resultados derivados nos capítulos anteriores, exploramos de maneira aprofundada alguns fundamentos subjacentes a este prémio, sendo o principal, demonstrar que estes contratos têm retornos esperados negativos e como podem ser aplicados na gestão de risco e estratégias de investimento.2024-01-19T15:50:44Z2023-12-13T00:00:00Z2023-12-132023-10info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10071/30477TID:203458370engDamásio, André Filipe Assunçãoinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-01-21T01:19:19Zoai:repositorio.iscte-iul.pt:10071/30477Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:52:35.020643Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
Risk premium for futures on the VIX-squared under the Eraker-Wu (2017) model |
title |
Risk premium for futures on the VIX-squared under the Eraker-Wu (2017) model |
spellingShingle |
Risk premium for futures on the VIX-squared under the Eraker-Wu (2017) model Damásio, André Filipe Assunção Índice VIX -- VIX index VIX-squared Futures Volatilidade -- Volatility Premium Índice Standard and Poor's -- S&P 500 Risk management VIX-quadrado Futuros Prémio -- Award Gestão do risco |
title_short |
Risk premium for futures on the VIX-squared under the Eraker-Wu (2017) model |
title_full |
Risk premium for futures on the VIX-squared under the Eraker-Wu (2017) model |
title_fullStr |
Risk premium for futures on the VIX-squared under the Eraker-Wu (2017) model |
title_full_unstemmed |
Risk premium for futures on the VIX-squared under the Eraker-Wu (2017) model |
title_sort |
Risk premium for futures on the VIX-squared under the Eraker-Wu (2017) model |
author |
Damásio, André Filipe Assunção |
author_facet |
Damásio, André Filipe Assunção |
author_role |
author |
dc.contributor.author.fl_str_mv |
Damásio, André Filipe Assunção |
dc.subject.por.fl_str_mv |
Índice VIX -- VIX index VIX-squared Futures Volatilidade -- Volatility Premium Índice Standard and Poor's -- S&P 500 Risk management VIX-quadrado Futuros Prémio -- Award Gestão do risco |
topic |
Índice VIX -- VIX index VIX-squared Futures Volatilidade -- Volatility Premium Índice Standard and Poor's -- S&P 500 Risk management VIX-quadrado Futuros Prémio -- Award Gestão do risco |
description |
This dissertation has as its main objective to explore and analyze in detail the two-factor model proposed by Eraker and Wu (2017) in different financial contexts. Initially, we show the model and its equilibrium specification under physical measure. We detail the full specification of the model, including the stochastic processes that are involved, and represent the equations in matricial notation to facilitate the analysis. Moreover, we study affine transformations, which allow us to simplify and better understand of the model. That said, we extend our analysis to consider the same two-factor model, but now under the risk-neutral measure. We then introduce stochastic discount factor concept, that is fundamental to evaluate financial assets, when working on risk-neutral measure. Again, the model specification is detailed under this measure, keeping a rigorous approach and affine transforms are proposed to simplify the analysis. Later, we focus our attention in the premium associated with futures contracts of the VIX (-squared) index, an important concept as far as the volatility market is concerned. Using equations and results derived on previous chapters, we explore in depth some underlying fundamentals to this premium, being the main one, to prove that these contracts have negative expected values and how they can be applied in risk management and investment strategies. |
publishDate |
2023 |
dc.date.none.fl_str_mv |
2023-12-13T00:00:00Z 2023-12-13 2023-10 2024-01-19T15:50:44Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10071/30477 TID:203458370 |
url |
http://hdl.handle.net/10071/30477 |
identifier_str_mv |
TID:203458370 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
instname_str |
Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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