Is Bitcoin a hedge, a safe haven or a diversifier for oil price movements? A comparison with gold
This study assesses the roles of Bitcoin as a hedge, a safe haven and/or a diversifier against
extreme oil price movements, in comparison to the corresponding roles of gold. We use a …
extreme oil price movements, in comparison to the corresponding roles of gold. We use a …
Does Bitcoin hedge global uncertainty? Evidence from wavelet-based quantile-in-quantile regressions
We examine whether Bitcoin can hedge global uncertainty, measured by the first principal
component of the VIXs of 14 developed and developing equity markets. After decomposing …
component of the VIXs of 14 developed and developing equity markets. After decomposing …
Bitcoin for energy commodities before and after the December 2013 crash: diversifier, hedge or safe haven?
We study the relationship between Bitcoin and commodities by assessing the ability of
Bitcoin to act as a diversifier, hedge, or safe haven against daily movements in commodities …
Bitcoin to act as a diversifier, hedge, or safe haven against daily movements in commodities …
Long-and short-term cryptocurrency volatility components: A GARCH-MIDAS analysis
We use the GARCH-MIDAS model to extract the long-and short-term volatility components of
cryptocurrencies. As potential drivers of Bitcoin volatility, we consider measures of volatility …
cryptocurrencies. As potential drivers of Bitcoin volatility, we consider measures of volatility …
On the dynamic return and volatility connectedness of cryptocurrency, crude oil, clean energy, and stock markets: a time-varying analysis
A Attarzadeh, M Balcilar - Environmental Science and Pollution Research, 2022 - Springer
The high energy consumption of cryptocurrency transactions has raised concerns about the
environment and sustainability among green investors and regulatory authorities. The …
environment and sustainability among green investors and regulatory authorities. The …
Spillovers between Bitcoin and other assets during bear and bull markets
This article contributes to the embryonic literature on the relations between Bitcoin and
conventional investments by studying return and volatility spillovers between this largest …
conventional investments by studying return and volatility spillovers between this largest …
Herding and anchoring in cryptocurrency markets: Investor reaction to fear and uncertainty
C Gurdgiev, D O'Loughlin - Journal of Behavioral and Experimental …, 2020 - Elsevier
Cryptocurrencies have emerged as an innovative alternative investment asset class, traded
in data-rich markets by globally distributed investors. Although significant attention has been …
in data-rich markets by globally distributed investors. Although significant attention has been …
Network causality structures among Bitcoin and other financial assets: A directed acyclic graph approach
We use a data-driven methodology, namely the directed acyclic graph, to uncover the
contemporaneous and lagged relations between Bitcoin and other asset classes. The …
contemporaneous and lagged relations between Bitcoin and other asset classes. The …
A new forecasting framework for bitcoin price with LSTM
CH Wu, CC Lu, YF Ma, RS Lu - 2018 IEEE international …, 2018 - ieeexplore.ieee.org
Long short-term memory (LSTM) networks are a state-of-the-art sequence learning in deep
learning for time series forecasting. However, less study applied to financial time series …
learning for time series forecasting. However, less study applied to financial time series …
Time and frequency dynamics of connectedness between cryptocurrencies and commodity markets
B Mo, J Meng, L Zheng - Resources Policy, 2022 - Elsevier
This paper analyses the time and frequency dynamics of connectedness between
cryptocurrencies and commodity sectors. It supports that cryptocurrency plays a virtual …
cryptocurrencies and commodity sectors. It supports that cryptocurrency plays a virtual …