Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Apopo, Natalya, Phiri, Andrew
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
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
_version_ 1783680611741859840
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