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[HTML][HTML] Combating emerging financial risks in the big data era: A perspective review
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 …
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 …
second, in a close literature review of all the scientific production around cryptocurrencies …
Cryptocurrencies as a financial asset: A systematic analysis
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 …
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
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 …
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 …
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
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 …
effectiveness of alternative markets and their instruments. Historically, cash flow indicators …
Time and frequency dynamic connectedness between cryptocurrencies and financial assets in China
This paper explored the connectedness of dynamic time-frequency between
cryptocurrencies and traditional financial assets in China using a weekly dataset from …
cryptocurrencies and traditional financial assets in China using a weekly dataset from …
Effects of the geopolitical risks on Bitcoin returns and volatility
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 …
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 …
Bitcoin. The considered variables are return, volatility, trading volume, transaction volume …
Cryptocurrency market contagion: Market uncertainty, market complexity, and dynamic portfolios
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 …
transmission mechanism in the cryptocurrency market. To this end, we concentrate on the …