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文章基本信息

  • 标题:GARCH Modelling of Cryptocurrencies
  • 本地全文:下载
  • 作者:Chu, Jeffrey ; Chan, Stephen ; Nadarajah, Saralees
  • 期刊名称:Journal of Risk and Financial Management
  • 印刷版ISSN:1911-8074
  • 出版年度:2017
  • 卷号:10
  • 期号:4
  • 页码:1-15
  • 出版社:MDPI, Open Access Journal
  • 摘要:With the exception of Bitcoin, there appears to be little or no literature on GARCH modelling of cryptocurrencies. This paper provides the first GARCH modelling of the seven most popular cryptocurrencies. Twelve GARCH models are fitted to each cryptocurrency, and their fits are assessed in terms of five criteria. Conclusions are drawn on the best fitting models, forecasts and acceptability of value at risk estimates.
  • 关键词:exchange rate; maximum likelihood; value at risk
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