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On the (in)efficiency of cryptocurrencies: have they taken daily or weekly random walks?
The legitimacy of virtual currencies as an alternative form of monetary exchange has been the centre of an ongoing heated debated since the catastrophic global financial meltdown of 2007–2008. Our study tests the informational market efficiency of cryptomarkets by investigating the weak-form efficie...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8056239/ https://www.ncbi.nlm.nih.gov/pubmed/33898821 http://dx.doi.org/10.1016/j.heliyon.2021.e06685 |
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author | Apopo, Natalya Phiri, Andrew |
author_facet | Apopo, Natalya Phiri, Andrew |
author_sort | Apopo, Natalya |
collection | PubMed |
description | The legitimacy of virtual currencies as an alternative form of monetary exchange has been the centre of an ongoing heated debated since the catastrophic global financial meltdown of 2007–2008. Our study tests the informational market efficiency of cryptomarkets by investigating the weak-form efficiency of the top-five cryptocurrencies using random walk testing procedures which are robust to asymmetries and unobserved smooth structural breaks. Moreover, our study employs two frequencies of cryptocurrency returns, one corresponding to daily returns and the other to weekly returns. Our findings validate the random walk hypothesis for daily series hence validating the weak-form efficiency for daily returns. On the other hand, weekly returns are observed to be stationary processes which is evidence against weak-form efficiency for weekly returns. Overall, our study has important implications for market participants within cryptocurrency markets. |
format | Online Article Text |
id | pubmed-8056239 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-80562392021-04-23 On the (in)efficiency of cryptocurrencies: have they taken daily or weekly random walks? Apopo, Natalya Phiri, Andrew Heliyon Research Article The legitimacy of virtual currencies as an alternative form of monetary exchange has been the centre of an ongoing heated debated since the catastrophic global financial meltdown of 2007–2008. Our study tests the informational market efficiency of cryptomarkets by investigating the weak-form efficiency of the top-five cryptocurrencies using random walk testing procedures which are robust to asymmetries and unobserved smooth structural breaks. Moreover, our study employs two frequencies of cryptocurrency returns, one corresponding to daily returns and the other to weekly returns. Our findings validate the random walk hypothesis for daily series hence validating the weak-form efficiency for daily returns. On the other hand, weekly returns are observed to be stationary processes which is evidence against weak-form efficiency for weekly returns. Overall, our study has important implications for market participants within cryptocurrency markets. Elsevier 2021-04-06 /pmc/articles/PMC8056239/ /pubmed/33898821 http://dx.doi.org/10.1016/j.heliyon.2021.e06685 Text en © 2021 The Authors. Published by Elsevier Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Research Article Apopo, Natalya Phiri, Andrew On the (in)efficiency of cryptocurrencies: have they taken daily or weekly random walks? |
title | On the (in)efficiency of cryptocurrencies: have they taken daily or weekly random walks? |
title_full | On the (in)efficiency of cryptocurrencies: have they taken daily or weekly random walks? |
title_fullStr | On the (in)efficiency of cryptocurrencies: have they taken daily or weekly random walks? |
title_full_unstemmed | On the (in)efficiency of cryptocurrencies: have they taken daily or weekly random walks? |
title_short | On the (in)efficiency of cryptocurrencies: have they taken daily or weekly random walks? |
title_sort | on the (in)efficiency of cryptocurrencies: have they taken daily or weekly random walks? |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8056239/ https://www.ncbi.nlm.nih.gov/pubmed/33898821 http://dx.doi.org/10.1016/j.heliyon.2021.e06685 |
work_keys_str_mv | AT apoponatalya ontheinefficiencyofcryptocurrencieshavetheytakendailyorweeklyrandomwalks AT phiriandrew ontheinefficiencyofcryptocurrencieshavetheytakendailyorweeklyrandomwalks |