伊斯兰加密货币的稳定性以及与替代加密货币和法定货币基于copula的依赖性

IF 2.8 Q2 BUSINESS, FINANCE ISRA International Journal of Islamic Finance Pub Date : 2023-06-23 DOI:10.55188/ijif.v15i2.543
Bayu Adi Nugroho
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引用次数: 0

摘要

目的:本研究旨在研究伊斯兰加密货币及其在vine copula架构(CD-Vine)中对外汇市场的依赖,并提供一个框架来检测复杂的依赖结构、风险管理影响和对冲有效性。设计/方法/方法-本研究使用黄金支持的加密货币和三种法定货币。vine copula方法是首选方法,因为它应用了多个分布并估计了复杂的依赖关系。通过构建基于DCC-t-Copula优化的模拟投资组合来衡量对冲有效性。本福德定律和实现方差被用来确定伊斯兰加密货币的稳定性。根据C-Vine和D-Vine copula模型,纸币与黄金支持的加密货币具有弱的尾部依赖性。只有波动性与比特币风险相当的OneGram币在交易量交易中没有出现任何违规行为。研究结果对基于最小生成树和树形图的不同估计具有鲁棒性。原创性/价值——这是第一个研究伊斯兰加密货币稳定性的研究,以及在基于copula的方法下对黄金支持的加密货币进行对冲有效性的重要性。研究局限性-该研究没有应用时变的葡萄球菌。实际影响-风险管理的角度显示,在法定货币和黄金支持的加密货币的投资组合中,对冲效果微不足道。
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The Stability of Islamic Cryptocurrencies and Copula-Based Dependence with Alternative Crypto and Fiat Currencies
Purpose — This study aims to examine Islamic cryptocurrencies and their dependency on foreign exchange markets in vine copula architecture (CD-Vine) and provide a framework for detecting complex dependence structures, risk management implications, and hedging effectiveness. Design/Methodology/Approach — This study used gold-backed cryptocurrencies and three fiat currencies. The vine copula approach was preferred because it applies several distributions and estimates complex dependencies. Hedging effectiveness was measured by constructing simulation-based portfolios optimised with DCC-t-Copula. Benford’s law and realized variance were used to determine the stability of Islamic cryptocurrencies. Findings — According to C-Vine and D-Vine copula models, paper money has a weak tail dependence with gold-backed cryptocurrencies. Only OneGram coin, whose volatility matched the risk of Bitcoin, showed zero irregularities in volume trading. The findings were robust to different estimations based on Minimum Spanning Tree and Dendrogram. Originality/Value — This is the first study to examine Islamic cryptocurrencies’ stability and the significance of hedging effectiveness on gold-backed cryptocurrencies under a copula-based approach. Research Limitations — The study did not apply time-varying vine copula. Practical Implications — The risk management perspective shows insignificant hedge effectiveness in the portfolio of fiat and gold-backed cryptocurrencies.
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来源期刊
CiteScore
3.40
自引率
17.40%
发文量
18
审稿时长
20 weeks
期刊介绍: It is the aspiration of the editorial committee that IJIF achieves the highest rank in quality and substance. It is thus our aim that the journal be carried in the Thompson Reuters’ ISI and Scopus databases. By ensuring high standards in articles published in Islamic finance we ensure that further innovation and research is carried out and promoted in the Islamic finance industry and academia. IJIF publishes 2 issues per annum.
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