Is Bitcoin a hedge, a safe haven or a diversifier for oil price movements? A comparison with gold

R Selmi, W Mensi, S Hammoudeh, J Bouoiyour - Energy Economics, 2018 - Elsevier
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 …

Does Bitcoin hedge global uncertainty? Evidence from wavelet-based quantile-in-quantile regressions

E Bouri, R Gupta, AK Tiwari, D Roubaud - Finance Research Letters, 2017 - Elsevier
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 …

Bitcoin for energy commodities before and after the December 2013 crash: diversifier, hedge or safe haven?

E Bouri, N Jalkh, P Molnár, D Roubaud - Applied Economics, 2017 - Taylor & Francis
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 …

Long-and short-term cryptocurrency volatility components: A GARCH-MIDAS analysis

C Conrad, A Custovic, E Ghysels - Journal of Risk and Financial …, 2018 - mdpi.com
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 …

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 …

Spillovers between Bitcoin and other assets during bear and bull markets

E Bouri, M Das, R Gupta, D Roubaud - Applied Economics, 2018 - Taylor & Francis
This article contributes to the embryonic literature on the relations between Bitcoin and
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 …

Network causality structures among Bitcoin and other financial assets: A directed acyclic graph approach

Q Ji, E Bouri, R Gupta, D Roubaud - The Quarterly Review of Economics …, 2018 - Elsevier
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 …

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 …

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 …