Maturity and volatility effects on smiles or dying smiling?
Autor(a) principal: | |
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Data de Publicação: | 2000 |
Outros Autores: | |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10400.5/23569 |
Resumo: | The "smile effect" is a result of an empirical observation of the options' implied volatility with the same expiration date, across different exercise prices. It describes a U-shape form showing high implied volatilities for in and out-of-the-money options and low volatility figures for at-the-money options. We can find empirical evidence of this phenomenon. The reasons suggested in the literature were stochastic volatility, traders' behaviour, transaction costs, and the effect of dividends on pricing American options. But the most recent literature seems to conclude that the sophistication of financial modelling for option pricing is not enough for removing the "smile". In this paper we used liquid equity options on 9 stocks traded on the London International Financial Futures and Options Exchange (LIFFE) between August 1990 and December 1991. We tested two different hypothesis trying to verify the existence of two different phenomena: (1) the increase of the "smile" as maturity approaches; (2) and the association between the smile and the volatility of the underlying stock. In order to estimate implied volatilities for unavailable exercise prices, we modelled the smile using cubic B-spline curves. We found empirical support for the smile intensification (the U-shape is more pronounced) as maturity approaches as well as when volatility rises. However, this increase in the curvature is asymmetric. As maturity approaches the implied volatility of out-of-the-money options tends to be higher than the implied volatility of in-the-money options and, as the volatility of the underlying increases, the implied volatility of in-the-money options tend to be higher than implied volatility of out-of-the-money options. We claim to have detected new empirical reasons for previous empirical findings where the smile was, for some authors, a symmetric smile, while for others it converts into a "wry grin" or a "reverse grin". |
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Maturity and volatility effects on smiles or dying smiling?OptionsImplied VolatilitySmile EffectThe "smile effect" is a result of an empirical observation of the options' implied volatility with the same expiration date, across different exercise prices. It describes a U-shape form showing high implied volatilities for in and out-of-the-money options and low volatility figures for at-the-money options. We can find empirical evidence of this phenomenon. The reasons suggested in the literature were stochastic volatility, traders' behaviour, transaction costs, and the effect of dividends on pricing American options. But the most recent literature seems to conclude that the sophistication of financial modelling for option pricing is not enough for removing the "smile". In this paper we used liquid equity options on 9 stocks traded on the London International Financial Futures and Options Exchange (LIFFE) between August 1990 and December 1991. We tested two different hypothesis trying to verify the existence of two different phenomena: (1) the increase of the "smile" as maturity approaches; (2) and the association between the smile and the volatility of the underlying stock. In order to estimate implied volatilities for unavailable exercise prices, we modelled the smile using cubic B-spline curves. We found empirical support for the smile intensification (the U-shape is more pronounced) as maturity approaches as well as when volatility rises. However, this increase in the curvature is asymmetric. As maturity approaches the implied volatility of out-of-the-money options tends to be higher than the implied volatility of in-the-money options and, as the volatility of the underlying increases, the implied volatility of in-the-money options tend to be higher than implied volatility of out-of-the-money options. We claim to have detected new empirical reasons for previous empirical findings where the smile was, for some authors, a symmetric smile, while for others it converts into a "wry grin" or a "reverse grin".ISEG - Departamento de EconomiaRepositório da Universidade de LisboaDuque, JoãoLopes, Patrícia Teixeira2022-02-17T11:30:17Z20002000-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.5/23569engDuque, João e Patrícia Teixeira Lopes . 2000. “Maturity and volatility effects on smiles or dying smiling?” . Instituto Superior de Economia e Gestão. Departamento de Gestão /Cadernos de Económicas /Documento de trabalho nº 2-00.0874-8470info: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:RCAAP2023-03-06T14:53:08Zoai:www.repository.utl.pt:10400.5/23569Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:07:46.738457Repositório 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 |
Maturity and volatility effects on smiles or dying smiling? |
title |
Maturity and volatility effects on smiles or dying smiling? |
spellingShingle |
Maturity and volatility effects on smiles or dying smiling? Duque, João Options Implied Volatility Smile Effect |
title_short |
Maturity and volatility effects on smiles or dying smiling? |
title_full |
Maturity and volatility effects on smiles or dying smiling? |
title_fullStr |
Maturity and volatility effects on smiles or dying smiling? |
title_full_unstemmed |
Maturity and volatility effects on smiles or dying smiling? |
title_sort |
Maturity and volatility effects on smiles or dying smiling? |
author |
Duque, João |
author_facet |
Duque, João Lopes, Patrícia Teixeira |
author_role |
author |
author2 |
Lopes, Patrícia Teixeira |
author2_role |
author |
dc.contributor.none.fl_str_mv |
Repositório da Universidade de Lisboa |
dc.contributor.author.fl_str_mv |
Duque, João Lopes, Patrícia Teixeira |
dc.subject.por.fl_str_mv |
Options Implied Volatility Smile Effect |
topic |
Options Implied Volatility Smile Effect |
description |
The "smile effect" is a result of an empirical observation of the options' implied volatility with the same expiration date, across different exercise prices. It describes a U-shape form showing high implied volatilities for in and out-of-the-money options and low volatility figures for at-the-money options. We can find empirical evidence of this phenomenon. The reasons suggested in the literature were stochastic volatility, traders' behaviour, transaction costs, and the effect of dividends on pricing American options. But the most recent literature seems to conclude that the sophistication of financial modelling for option pricing is not enough for removing the "smile". In this paper we used liquid equity options on 9 stocks traded on the London International Financial Futures and Options Exchange (LIFFE) between August 1990 and December 1991. We tested two different hypothesis trying to verify the existence of two different phenomena: (1) the increase of the "smile" as maturity approaches; (2) and the association between the smile and the volatility of the underlying stock. In order to estimate implied volatilities for unavailable exercise prices, we modelled the smile using cubic B-spline curves. We found empirical support for the smile intensification (the U-shape is more pronounced) as maturity approaches as well as when volatility rises. However, this increase in the curvature is asymmetric. As maturity approaches the implied volatility of out-of-the-money options tends to be higher than the implied volatility of in-the-money options and, as the volatility of the underlying increases, the implied volatility of in-the-money options tend to be higher than implied volatility of out-of-the-money options. We claim to have detected new empirical reasons for previous empirical findings where the smile was, for some authors, a symmetric smile, while for others it converts into a "wry grin" or a "reverse grin". |
publishDate |
2000 |
dc.date.none.fl_str_mv |
2000 2000-01-01T00:00:00Z 2022-02-17T11:30:17Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10400.5/23569 |
url |
http://hdl.handle.net/10400.5/23569 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Duque, João e Patrícia Teixeira Lopes . 2000. “Maturity and volatility effects on smiles or dying smiling?” . Instituto Superior de Economia e Gestão. Departamento de Gestão /Cadernos de Económicas /Documento de trabalho nº 2-00. 0874-8470 |
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.publisher.none.fl_str_mv |
ISEG - Departamento de Economia |
publisher.none.fl_str_mv |
ISEG - Departamento de Economia |
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 |
repository.mail.fl_str_mv |
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1799131171843473408 |