Investment strategies based on the variance risk premium

Detalhes bibliográficos
Autor(a) principal: Nikanorova, Hanna
Data de Publicação: 2019
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.14/29052
Resumo: Every option trade relies on the investor’s disbelieve about the market forecast of the underlying security price and/or volatility. In this research, we explore the employment of options as a tool to bet against expectations of future volatility. We build decile portfolios by sorting stocks on the difference between the historical and the implied volatilities – known as the Variance Risk Premium. We then build three option-based investment strategies – Straddles, Delta-Hedged Calls and Delta-Hedged Puts, whose underlying securities are stocks across the decile portfolios. We find it possible to shape profitable zero-cost investment opportunities by going long on portfolio (10), comprised of derivative securities on underlying stocks with large positive variance risk premium, and selling short portfolio (1), comprised of derivative securities on underlying stocks with large negative variance risk premium. Our study documents that such strategies yield very appealing returns and perform well in terms of risk-return trade-off measures. Although with a small exposure to the market risk factor, these returns are not explained by the industry standard risk-factors models, nor by aggregate measures of jump and volatility risk. The profitability of our strategies persists even in the presence of transaction costs, which, although negatively impact the returns, fail to deplete them entirely.
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spelling Investment strategies based on the variance risk premiumInvestmentStrategiesOptionsVarianceRiskPremiumVolatilityInvestimentosEstratégiasOpçõesVariânciaRiscoPrémioVolatilidadeDomínio/Área Científica::Ciências Sociais::Economia e GestãoEvery option trade relies on the investor’s disbelieve about the market forecast of the underlying security price and/or volatility. In this research, we explore the employment of options as a tool to bet against expectations of future volatility. We build decile portfolios by sorting stocks on the difference between the historical and the implied volatilities – known as the Variance Risk Premium. We then build three option-based investment strategies – Straddles, Delta-Hedged Calls and Delta-Hedged Puts, whose underlying securities are stocks across the decile portfolios. We find it possible to shape profitable zero-cost investment opportunities by going long on portfolio (10), comprised of derivative securities on underlying stocks with large positive variance risk premium, and selling short portfolio (1), comprised of derivative securities on underlying stocks with large negative variance risk premium. Our study documents that such strategies yield very appealing returns and perform well in terms of risk-return trade-off measures. Although with a small exposure to the market risk factor, these returns are not explained by the industry standard risk-factors models, nor by aggregate measures of jump and volatility risk. The profitability of our strategies persists even in the presence of transaction costs, which, although negatively impact the returns, fail to deplete them entirely.Todo o trading de opções involve a descrença do investidor em relação à estimativa do mercado sobre o preço e/ou volatilidade do underlying security. Neste estudo, exploramos o uso de opções como uma ferramenta para apostar contra as expectativas de volatilidade dos retornos. Ordenando as ações com base no valor da diferença entre duas medidas de volatilidades, a histórica e a implícita, conhecida como o Prémio sobre o Risco de Volatilidade, construímos portfólios de decis. De seguida, construimos três estratégias de investimento com opções – Straddles, Delta-Hedged Calls e Delta-Hedged Puts. Documentamos ser possível construir oportunidades de investimento rentáveis ao comprar o portfólio (10), composto por opções sobre ações com um prémio sobre o risco de volatilidade alto e positivo, e ao vender o portfólio (1), composto por opções sobre ações com um prémio sobre o risco de volatilidade alto e negativo. As nossas estratégias geram retornos muito atraentes e apresentam um bom desempenho em termos de medidas de tarde-off entre o risco e o retorno. Embora com uma pequena exposição ao fator de risco do mercado, os nossos retornos não são explicados pelos modelos de fatores de risco tradicionais, nem por medidas agregadas de jumps ou de volatilidade. A lucratividade das estratégias persiste mesmo na presença de custos de transação, que, apesar de impactarem negativamente os retornos, não os esgotam por completo.Faias, José Afonso de Carvalho TavaresVeritati - Repositório Institucional da Universidade Católica PortuguesaNikanorova, Hanna2020-01-03T08:05:20Z2019-05-062019-05-06T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10400.14/29052TID:202270750enginfo: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:RCAAP2023-07-12T17:34:35Zoai:repositorio.ucp.pt:10400.14/29052Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T18:23:20.140299Repositório 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 Investment strategies based on the variance risk premium
title Investment strategies based on the variance risk premium
spellingShingle Investment strategies based on the variance risk premium
Nikanorova, Hanna
Investment
Strategies
Options
Variance
Risk
Premium
Volatility
Investimentos
Estratégias
Opções
Variância
Risco
Prémio
Volatilidade
Domínio/Área Científica::Ciências Sociais::Economia e Gestão
title_short Investment strategies based on the variance risk premium
title_full Investment strategies based on the variance risk premium
title_fullStr Investment strategies based on the variance risk premium
title_full_unstemmed Investment strategies based on the variance risk premium
title_sort Investment strategies based on the variance risk premium
author Nikanorova, Hanna
author_facet Nikanorova, Hanna
author_role author
dc.contributor.none.fl_str_mv Faias, José Afonso de Carvalho Tavares
Veritati - Repositório Institucional da Universidade Católica Portuguesa
dc.contributor.author.fl_str_mv Nikanorova, Hanna
dc.subject.por.fl_str_mv Investment
Strategies
Options
Variance
Risk
Premium
Volatility
Investimentos
Estratégias
Opções
Variância
Risco
Prémio
Volatilidade
Domínio/Área Científica::Ciências Sociais::Economia e Gestão
topic Investment
Strategies
Options
Variance
Risk
Premium
Volatility
Investimentos
Estratégias
Opções
Variância
Risco
Prémio
Volatilidade
Domínio/Área Científica::Ciências Sociais::Economia e Gestão
description Every option trade relies on the investor’s disbelieve about the market forecast of the underlying security price and/or volatility. In this research, we explore the employment of options as a tool to bet against expectations of future volatility. We build decile portfolios by sorting stocks on the difference between the historical and the implied volatilities – known as the Variance Risk Premium. We then build three option-based investment strategies – Straddles, Delta-Hedged Calls and Delta-Hedged Puts, whose underlying securities are stocks across the decile portfolios. We find it possible to shape profitable zero-cost investment opportunities by going long on portfolio (10), comprised of derivative securities on underlying stocks with large positive variance risk premium, and selling short portfolio (1), comprised of derivative securities on underlying stocks with large negative variance risk premium. Our study documents that such strategies yield very appealing returns and perform well in terms of risk-return trade-off measures. Although with a small exposure to the market risk factor, these returns are not explained by the industry standard risk-factors models, nor by aggregate measures of jump and volatility risk. The profitability of our strategies persists even in the presence of transaction costs, which, although negatively impact the returns, fail to deplete them entirely.
publishDate 2019
dc.date.none.fl_str_mv 2019-05-06
2019-05-06T00:00:00Z
2020-01-03T08:05:20Z
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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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.14/29052
TID:202270750
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identifier_str_mv TID:202270750
dc.language.iso.fl_str_mv eng
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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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