Risk premium for futures on the VIX-squared under the Eraker-Wu (2017) model

Detalhes bibliográficos
Autor(a) principal: Damásio, André Filipe Assunção
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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spelling 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
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10071/30477
TID:203458370
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dc.language.iso.fl_str_mv eng
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instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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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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