[HTML][HTML] Combating emerging financial risks in the big data era: A perspective review

X Cheng, S Liu, X Sun, Z Wang, H Zhou, Y Shao… - Fundamental …, 2021 - Elsevier
Big data technology has had a significant impact on new business and financial services: for
example, GPS and Bluetooth inspire location-based services, and search and web …

Where do we stand in cryptocurrencies economic research? A survey based on hybrid analysis

AF Bariviera, I Merediz‐Solà - Journal of Economic Surveys, 2021 - Wiley Online Library
This survey develops a dual analysis, consisting, first, in a bibliometric examination and,
second, in a close literature review of all the scientific production around cryptocurrencies …

Cryptocurrencies as a financial asset: A systematic analysis

S Corbet, B Lucey, A Urquhart, L Yarovaya - International Review of …, 2019 - Elsevier
This paper provides a systematic review of the empirical literature based on the major topics
that have been associated with the market for cryptocurrencies since their development as a …

Comparative efficiency of green and conventional bonds pre-and during COVID-19: An asymmetric multifractal detrended fluctuation analysis

MA Naeem, S Farid, R Ferrer, SJH Shahzad - Energy Policy, 2021 - Elsevier
Motivated by the lack of research on price efficiency dynamics of green bonds and the
impact of the COVID-19 on the pricing of fixed-income securities, this study investigates the …

A novel cryptocurrency price trend forecasting model based on LightGBM

X Sun, M Liu, Z Sima - Finance Research Letters, 2020 - Elsevier
Forecasting cryptocurrency prices is crucial for investors. In this paper, we adopt a novel
Gradient Boosting Decision Tree (GBDT) algorithm, Light Gradient Boosting Machine …

[HTML][HTML] Bitcoin mempool growth and trading volumes: Integrated approach based on QROF multi-SWARA and aggregation operators

A Mikhaylov, H Dinçer, S Yüksel, G Pinter… - Journal of Innovation & …, 2023 - Elsevier
Investors are looking for objects in which they invest their funds successfully, evaluating the
effectiveness of alternative markets and their instruments. Historically, cash flow indicators …

Time and frequency dynamic connectedness between cryptocurrencies and financial assets in China

Z Li, B Mo, H Nie - International Review of Economics & Finance, 2023 - Elsevier
This paper explored the connectedness of dynamic time-frequency between
cryptocurrencies and traditional financial assets in China using a weekly dataset from …

Effects of the geopolitical risks on Bitcoin returns and volatility

AF Aysan, E Demir, G Gozgor, CKM Lau - Research in International …, 2019 - Elsevier
This paper investigates the predictive power of global geopolitical risks (GPR) index on daily
returns and price volatility of Bitcoin over the period July 18, 2010–May 31, 2018 …

What can explain the price, volatility and trading volume of Bitcoin?

HA Aalborg, P Molnár, JE de Vries - Finance Research Letters, 2019 - Elsevier
We study which variables can explain and predict the return, volatility and trading volume of
Bitcoin. The considered variables are return, volatility, trading volume, transaction volume …

Cryptocurrency market contagion: Market uncertainty, market complexity, and dynamic portfolios

N Antonakakis, I Chatziantoniou, D Gabauer - Journal of International …, 2019 - Elsevier
In this study, we employ a TVP-FAVAR connectedness approach in order to investigate the
transmission mechanism in the cryptocurrency market. To this end, we concentrate on the …