Uncertainty and Risk in the Cryptocurrency Market

Detalhes bibliográficos
Autor(a) principal: Almeida, Dora
Data de Publicação: 2022
Outros Autores: Dionisio, Andreia, Vieira, Isabel, Ferreira, Paulo
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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spelling 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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dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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