Interrelations between bitcoin market sentiment, crude oil, gold, and the stock market with bitcoin prices: Vision from the hedging market

IF 2.3 Q2 BUSINESS, FINANCE
Guanghao Wang, Chenghao Liu, Erwann Sbai, M. Sheng, Jinhong Hu, Miaomiao Tao
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Abstract

Purpose The purpose of this study is to examine Bitcoin's price behavior across market conditions, focusing on the influence of Bitcoin's historical prices, news sentiment and market indicators like oil prices, gold and the S&P index. The authors also assess the stability of Bitcoin-inclusive hedging portfolios under different market conditions, for example, bearish, bullish and moderate market states. Design/methodology/approach This study uses the Quantile Autoregressive Distributed Lag model to explore the effects of different factors on Bitcoin's prices across various market situations. This method allows for a detailed analysis of historical trends, investor expectations and external market influences on Bitcoin's price movements and systematic stability. Findings Key findings reveal historical prices and investor expectations significantly influence Bitcoin in all market scenarios, with news sentiment exhibiting substantial volatility. This study indicates that oil prices have minimal impacts on Bitcoin, whereas gold is a stabilizing asset in bear markets, with the S&P index influencing short-term fluctuations. At the same time, Bitcoin's volatility varies with market conditions, proving more efficient as a hedging tool in bear and stable markets than in bull ones. Originality/value This study highlights the intrinsic correlation between Bitcoin's prices, news sentiment and financial market indicators, enhancing understanding of Bitcoin's market dynamics. The authors demonstrate Bitcoin's weak direct correlation with commodities like oil, the stabilizing role of gold in crypto portfolios and the stock market's indirect effect on Bitcoin prices. By examining these factors' impacts across various market conditions, the findings offer strategies for investors to improve hedging and portfolio management in cryptocurrency markets.
比特币市场情绪、原油、黄金和股票市场与比特币价格之间的相互关系:来自对冲市场的视角
目的本研究旨在考察比特币在不同市场条件下的价格行为,重点关注比特币历史价格、新闻情绪以及油价、黄金和标准普尔指数等市场指标的影响。作者还评估了包含比特币的对冲投资组合在不同市场条件下的稳定性,例如,看跌、看涨和温和的市场状态。设计/方法/方法本研究使用了量子自回归分布滞后模型来探讨不同因素在不同市场情况下对比特币价格的影响。研究结果主要发现,在所有市场情况下,历史价格和投资者预期都会对比特币产生重大影响,而新闻情绪则会表现出大幅波动。研究表明,石油价格对比特币的影响微乎其微,而黄金则是熊市中的稳定资产,标准普尔指数对短期波动也有影响。同时,比特币的波动随市场条件而变化,在熊市和稳定市场中作为对冲工具比在牛市中更有效。作者证明了比特币与石油等大宗商品的弱直接相关性、黄金在加密货币投资组合中的稳定作用以及股市对比特币价格的间接影响。通过研究这些因素在不同市场条件下的影响,研究结果为投资者改进加密货币市场的对冲和投资组合管理提供了策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.30
自引率
10.50%
发文量
43
期刊介绍: Topics addressed in the journal include: ■corporate finance, ■financial markets, ■money and banking, ■international finance and economics, ■investments, ■risk management, ■theory of the firm, ■competition policy, ■corporate governance.
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