A survey on efficiency and profitable trading opportunities in cryptocurrency markets

NA Kyriazis - Journal of Risk and Financial Management, 2019 - mdpi.com
This study conducts a systematic survey on whether the pricing behavior of cryptocurrencies
is predictable. Thus, the Efficient Market Hypothesis is rejected and speculation is feasible …

An application of a TVP-VAR extended joint connected approach to explore connectedness between WTI crude oil, gold, stock and cryptocurrencies during the COVID …

NTH Nham - Technological Forecasting and Social Change, 2022 - Elsevier
We employ a time-varying parameter vector autoregression (TVP-VAR) in combination with
an extended joint connectedness approach to study interlinkages between four markets …

The impact of COVID-19 pandemic upon stability and sequential irregularity of equity and cryptocurrency markets

S Lahmiri, S Bekiros - Chaos, Solitons & Fractals, 2020 - Elsevier
We explore the evolution of the informational efficiency in 45 cryptocurrency markets and 16
international stock markets before and during COVID-19 pandemic. The measures of …

Cryptocurrencies and stock market indices. Are they related?

LA Gil-Alana, EJA Abakah, MFR Rojo - Research in International Business …, 2020 - Elsevier
In this paper, we investigate the stochastic properties of six major cryptocurrencies and their
bilateral linkages with six stock market indices using fractional integration techniques. From …

On the hedge and safe haven properties of Bitcoin: Is it really more than a diversifier?

E Bouri, P Molnár, G Azzi, D Roubaud… - Finance Research Letters, 2017 - Elsevier
This paper uses a dynamic conditional correlation model to examine whether Bitcoin can act
as a hedge and safe haven for major world stock indices, bonds, oil, gold, the general …

Can volume predict Bitcoin returns and volatility? A quantiles-based approach

M Balcilar, E Bouri, R Gupta, D Roubaud - Economic Modelling, 2017 - Elsevier
Prior studies on the price formation in the Bitcoin market consider the role of Bitcoin
transactions at the conditional mean of the returns distribution. This study employs in …

Does global economic uncertainty matter for the volatility and hedging effectiveness of Bitcoin?

L Fang, E Bouri, R Gupta, D Roubaud - International Review of Financial …, 2019 - Elsevier
We assess whether the long-run volatilities of Bitcoin, global equities, commodities, and
bonds are affected by global economic policy uncertainty. Empirical results provide …

Do RNN and LSTM have long memory?

J Zhao, F Huang, J Lv, Y Duan, Z Qin… - International …, 2020 - proceedings.mlr.press
The LSTM network was proposed to overcome the difficulty in learning long-term
dependence, and has made significant advancements in applications. With its success and …

Cryptocurrency volatility: A review, synthesis, and research agenda

MS Ahmed, AA El-Masry, AI Al-Maghyereh… - Research in International …, 2024 - Elsevier
This paper takes part in the ongoing debate on the newly emerging field of financial
technology by systematically reviewing 164 articles on cryptocurrency volatility during the …

Time-varying dependence between Bitcoin and green financial assets: A comparison between pre-and post-COVID-19 periods

Y Huang, K Duan, A Urquhart - Journal of International Financial Markets …, 2023 - Elsevier
This paper studies the time-varying market linkages between Bitcoin and green assets
before and during the COVID-19 pandemic through a TVP-VAR model with stochastic …