Uncertainty and Risk in the Cryptocurrency Market
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , , |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10174/32917 https://doi.org/Almeida, D., Dionísio, A., Vieira, I., Ferreira, P. (2022). Uncertainty and risk in the cryptocurrency market. Journal of Risk and Financial Management, 15: 532. https://doi.org/10.3390/jrfm15110532 https://doi.org/10.3390/jrfm15110532 |
Resumo: | Cryptocurrency investments are often perceived as uncertain and risky. In this tudy, we assessed if this is indeed the case, using a sample of seven cryptocurrencies and considered a period that encompassed the first real global shock in the life of these relatively new financial assets, the COVID-19 pandemic. Uncertainty was evaluated using Shannon’s symbolic entropy. To measure risk, we use value-at-risk and conditional value-at-risk. The results indicate that, except for Tether, the analyzed cryptocurrencies’ returns exhibited similar patterns of uncertainty and risk. Levels of uncertainty were close to the maximum values, but high uncertainty is not always associated with high risk. During the pandemic crisis, uncertainty increased while risk decreased, suggesting that the considered assets may have safe haven properties. |
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Uncertainty and Risk in the Cryptocurrency MarketRiskUncertaintycryptocurrencies;symbolic entropyValue at Riskconditional Value at riskCryptocurrency investments are often perceived as uncertain and risky. In this tudy, we assessed if this is indeed the case, using a sample of seven cryptocurrencies and considered a period that encompassed the first real global shock in the life of these relatively new financial assets, the COVID-19 pandemic. Uncertainty was evaluated using Shannon’s symbolic entropy. To measure risk, we use value-at-risk and conditional value-at-risk. The results indicate that, except for Tether, the analyzed cryptocurrencies’ returns exhibited similar patterns of uncertainty and risk. Levels of uncertainty were close to the maximum values, but high uncertainty is not always associated with high risk. During the pandemic crisis, uncertainty increased while risk decreased, suggesting that the considered assets may have safe haven properties.2022-12-27T17:38:45Z2022-12-272022-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10174/32917https://doi.org/Almeida, D., Dionísio, A., Vieira, I., Ferreira, P. (2022). Uncertainty and risk in the cryptocurrency market. Journal of Risk and Financial Management, 15: 532. https://doi.org/10.3390/jrfm15110532http://hdl.handle.net/10174/32917https://doi.org/10.3390/jrfm15110532pordora.almeida@uevora.ptandreia@uevora.ptimpvv@uevora.ptpjsf@uevora.pt637Almeida, DoraDionisio, AndreiaVieira, IsabelFerreira, Pauloinfo: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:RCAAP2024-01-03T19:33:57Zoai:dspace.uevora.pt:10174/32917Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:21:47.322857Repositório 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 |
Uncertainty and Risk in the Cryptocurrency Market |
title |
Uncertainty and Risk in the Cryptocurrency Market |
spellingShingle |
Uncertainty and Risk in the Cryptocurrency Market Almeida, Dora Risk Uncertainty cryptocurrencies; symbolic entropy Value at Risk conditional Value at risk |
title_short |
Uncertainty and Risk in the Cryptocurrency Market |
title_full |
Uncertainty and Risk in the Cryptocurrency Market |
title_fullStr |
Uncertainty and Risk in the Cryptocurrency Market |
title_full_unstemmed |
Uncertainty and Risk in the Cryptocurrency Market |
title_sort |
Uncertainty and Risk in the Cryptocurrency Market |
author |
Almeida, Dora |
author_facet |
Almeida, Dora Dionisio, Andreia Vieira, Isabel Ferreira, Paulo |
author_role |
author |
author2 |
Dionisio, Andreia Vieira, Isabel Ferreira, Paulo |
author2_role |
author author author |
dc.contributor.author.fl_str_mv |
Almeida, Dora Dionisio, Andreia Vieira, Isabel Ferreira, Paulo |
dc.subject.por.fl_str_mv |
Risk Uncertainty cryptocurrencies; symbolic entropy Value at Risk conditional Value at risk |
topic |
Risk Uncertainty cryptocurrencies; symbolic entropy Value at Risk conditional Value at risk |
description |
Cryptocurrency investments are often perceived as uncertain and risky. In this tudy, we assessed if this is indeed the case, using a sample of seven cryptocurrencies and considered a period that encompassed the first real global shock in the life of these relatively new financial assets, the COVID-19 pandemic. Uncertainty was evaluated using Shannon’s symbolic entropy. To measure risk, we use value-at-risk and conditional value-at-risk. The results indicate that, except for Tether, the analyzed cryptocurrencies’ returns exhibited similar patterns of uncertainty and risk. Levels of uncertainty were close to the maximum values, but high uncertainty is not always associated with high risk. During the pandemic crisis, uncertainty increased while risk decreased, suggesting that the considered assets may have safe haven properties. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-12-27T17:38:45Z 2022-12-27 2022-01-01T00:00:00Z |
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/10174/32917 https://doi.org/Almeida, D., Dionísio, A., Vieira, I., Ferreira, P. (2022). Uncertainty and risk in the cryptocurrency market. Journal of Risk and Financial Management, 15: 532. https://doi.org/10.3390/jrfm15110532 http://hdl.handle.net/10174/32917 https://doi.org/10.3390/jrfm15110532 |
url |
http://hdl.handle.net/10174/32917 https://doi.org/Almeida, D., Dionísio, A., Vieira, I., Ferreira, P. (2022). Uncertainty and risk in the cryptocurrency market. Journal of Risk and Financial Management, 15: 532. https://doi.org/10.3390/jrfm15110532 https://doi.org/10.3390/jrfm15110532 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
dora.almeida@uevora.pt andreia@uevora.pt impvv@uevora.pt pjsf@uevora.pt 637 |
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info:eu-repo/semantics/openAccess |
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openAccess |
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reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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