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[HTML][HTML] News-based sentiment and bitcoin volatility
N Sapkota - International Review of Financial Analysis, 2022 - Elsevier
In this work, I studied whether news media sentiments have an impact on Bitcoin volatility. In
doing so, I applied three different range-based volatility estimates along with two different …
doing so, I applied three different range-based volatility estimates along with two different …
[PDF][PDF] An overview of investor sentiment: Identifying themes, trends, and future direction through bibliometric analysis
AN Kamath, SS Shenoy… - Investment …, 2022 - pdfs.semanticscholar.org
Investor sentiment is the result of trading behavior and irrational beliefs of investors leading
to high volatility and market mispricing. This review aims to study the entire spectrum of …
to high volatility and market mispricing. This review aims to study the entire spectrum of …
[PDF][PDF] Artificial intelligence in stock broking: A systematic review of strategies and outcomes
NZ Mhlongo, T Falaiye, AI Daraojimba… - World Journal of …, 2024 - researchgate.net
Artificial Intelligence (AI) has emerged as a transformative force in the field of stock broking,
revolutionizing traditional trading strategies and resha** financial markets. This systematic …
revolutionizing traditional trading strategies and resha** financial markets. This systematic …
Price discovery in Bitcoin: The impact of unregulated markets
C Alexander, DF Heck - Journal of Financial Stability, 2020 - Elsevier
We analyse minute-level multi-dimensional information flows within and between bitcoin
spot and derivatives. We show that perpetual swaps and futures traded on the unregulated …
spot and derivatives. We show that perpetual swaps and futures traded on the unregulated …
[HTML][HTML] The Bitcoin volume-volatility relationship: A high frequency analysis of futures and spot exchanges
We examine the volume-volatility relationship across Bitcoin futures and spot markets, using
daily realised volatility measures estimated from high frequency intraday data. We estimate …
daily realised volatility measures estimated from high frequency intraday data. We estimate …
Cryptocurrency technology revolution: are Bitcoin prices and terrorist attacks related?
Y Song, B Chen, XY Wang - Financial innovation, 2023 - Springer
As a financial innovation of the information age, cryptocurrency is a complex concept with
clear advantages and disadvantages and is worthy of discussion. Exploring from a terrorism …
clear advantages and disadvantages and is worthy of discussion. Exploring from a terrorism …
The role of textual analysis in oil futures price forecasting based on machine learning approach
X Gong, K Guan, Q Chen - Journal of Futures Markets, 2022 - Wiley Online Library
This paper offers an innovative approach to capture the trend of oil futures prices based on
the text‐based news. By adopting natural language processing techniques, the text features …
the text‐based news. By adopting natural language processing techniques, the text features …
Trading activity and price discovery in Bitcoin futures markets
JC Hung, HC Liu, JJ Yang - Journal of Empirical Finance, 2021 - Elsevier
This study examines the impact of trading activities on price discovery in the Bitcoin futures
markets. We find that trades of hedgers are positively correlated with the modified …
markets. We find that trades of hedgers are positively correlated with the modified …
[HTML][HTML] The relevance of media sentiment for small and large scale bitcoin investors
We provide a novel perspective on the bitcoin market, investigating determinants of investor
positions and their response to public information proxied by media sentiment indicators. We …
positions and their response to public information proxied by media sentiment indicators. We …
Bitcoin price volatility transmission between spot and futures markets
GN Apostolakis - International Review of Financial Analysis, 2024 - Elsevier
In this paper, the volatility transmission between the two bitcoin markets, namely, the spot
and futures markets is examined. We use the daily series over a sampling period spanning …
and futures markets is examined. We use the daily series over a sampling period spanning …