比特币与印度其他资产类别之间的联合走势

IF 2.1 Q3 BUSINESS
N. Hung
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引用次数: 5

摘要

目的本研究旨在分析比特币市场与印度传统资产类别之间的动态关系设计/方法论/方法本文旨在利用小波变换框架揭示比特币价格与印度其他传统资产类别的动态联系,这可以使我们在不丢失信息的情况下分析时间序列的分量。为此,数据集使用的技术包括基于小波的协方差、相关性、相干谱、连续功率谱和格兰杰因果关系检验。研究结果表明,比特币和关键金融资产回报率之间的相互关系在低频率、中频率和高频率下具有统计学意义。这项研究还发现,比特币与印度其他资产之间存在单向联系。实际含义分析结果要求对印度的投资者和投资组合管理产生重大政策影响。因此,这项关于比特币和其他传统资产类别在特定国家背景下是否存在相互联系的研究,可以为当代关于加密货币投机性质的辩论做出重大贡献。它揭示了比特币是否为印度人和全球投资者提供了任何多样化和风险管理的好处。原创性/价值据作者所知,这是第一篇调查比特币与印度主要传统资产类别之间相互关系的论文。该研究通过使用小波相干变换在方法上取得了进展。研究结果为印度背景下越来越多的投资者处理对冲目的和最佳投资组合分配问题提供了经验基础。因此,本研究对该领域相关文献的主要贡献是显著的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Co-movements between Bitcoin and other asset classes in India
Purpose This study aims to analyze the dynamic relationship between the Bitcoin market and the conventional asset classes in India Design/methodology/approach This paper aims to cast light on the dynamic linkages between Bitcoin prices and other conventional asset classes in India by using the wavelet transform frameworks, which can allow us to analyze components of time series without losing the information. To do that, the techniques used with the data set include wavelet-based covariance, correlation, coherence spectrum, continuous power spectrum and Granger causality test. Findings The findings of the study suggest that interrelationships between Bitcoin and the key financial asset returns are statistically significant at low, medium and high frequencies. This study also finds the existence of the unidirectional connectedness between Bitcoin the other assets in India. Practical implications The outcome of the analysis calls for substantial policy implications for investors, portfolio management in India. This research on the existence of the interconnectedness between Bitcoin and other conventional asset classes in a specific country context, India can, therefore, make a significant contribution to the contemporary debate about the speculative nature of the cryptocurrencies. It casts light on whether Bitcoin provides any diversification and risk management benefits for Indian, as well as global investors. Originality/value To the best of the author’s knowledge, this is the first paper investigating the interrelatedness between Bitcoin and key conventional asset classes in India. This research makes methodological advancements by using the wavelet coherence transform. The findings provide empirical bases from which to deal with issues regarding hedging purposes and optimal portfolio allocation for an increasing number of investors in the Indian context. Therefore, the main contribution of this study to related literature in this field is significant.
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来源期刊
CiteScore
5.30
自引率
0.00%
发文量
25
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