Interconnectedness and Volatility Dynamics in Major Cryptocurrency Markets: A Study of LTC-USD, BTC-USD, BNB-USD, and ETH-USD

This study employs an asymmetric VAR(1)-multivariate GARCH(1,1)-BEKK approach to evaluate the returns, shock, and volatility spillovers for BTC-USD, LTC-USD, BNB-USD, and ETH-USD cryptocurrencies. The findings of the current study reveal significant interconnectedness in between currencies, and notable complementarity observation between BTC and ETH. Additionally, LTC and BNB exhibit an inverse impact on BTC and ETH returns, indicating their increasing popularity among investors. The variance equation analysis demonstrates that past shocks/news significantly affect all cryptocurrencies, with lower cross-news effects compared to internal news impacts. In addition to that, a significant short-term and long-term volatility spillovers are found among the four major cryptocurrencies market. Further, we find a substantial increase in the conditional volatility of the selected cryptocurrencies from April 2022 to November 2022. This research work emphasizes the significance of interconnectedness, and volatility dynamics of cryptocurrencies in portfolio management. Additionally, it provides suggestions for policymaking for effective risk management strategies and regulatory measures in market.

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Journal
VEETHIKA-An International Interdisciplinary Research Journal
Published
2024-11-29
DOI
https://doi.org/10.48001/veethika.1004001
Primary Topic
Complex Systems and Time Series Analysis
Type
article
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article

Interconnectedness and Volatility Dynamics in Major Cryptocurrency Markets: A Study of LTC-USD, BTC-USD, BNB-USD, and ETH-USD

Ritu Suri, Pawan Kumar Singh
VEETHIKA-An International Interdisciplinary Research Journal
Complex Systems and Time Series Analysis
article

Interconnectedness and Volatility Dynamics in Major Cryptocurrency Markets: A Study of LTC-USD, BTC-USD, BNB-USD, and ETH-USD

Ritu Suri, Pawan Kumar Singh
article en

Abstract

This study employs an asymmetric VAR(1)-multivariate GARCH(1,1)-BEKK approach to evaluate the returns, shock, and volatility spillovers for BTC-USD, LTC-USD, BNB-USD, and ETH-USD cryptocurrencies. The findings of the current study reveal significant interconnectedness in between currencies, and notable complementarity observation between BTC and ETH. Additionally, LTC and BNB exhibit an inverse impact on BTC and ETH returns, indicating their increasing popularity among investors. The variance equation analysis demonstrates that past shocks/news significantly affect all cryptocurrencies, with lower cross-news effects compared to internal news impacts. In addition to that, a significant short-term and long-term volatility spillovers are found among the four major cryptocurrencies market. Further, we find a substantial increase in the conditional volatility of the selected cryptocurrencies from April 2022 to November 2022. This research work emphasizes the significance of interconnectedness, and volatility dynamics of cryptocurrencies in portfolio management. Additionally, it provides suggestions for policymaking for effective risk management strategies and regulatory measures in market.

VEETHIKA-An International Interdisciplinary Research JournalVol. 10(4)
University of Delhi (IN)
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Openalex Percentile: Top 74%
Complex Systems and Time Series Analysis
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Interconnectedness and Volatility Dynamics in Major Cryptocurrency Markets: A Study of LTC-USD, BTC-USD, BNB-USD, and ETH-USD — Ritu Suri, Pawan Kumar Singh · VEETHIKA-An International Interdisciplinary Research Journal (2024) | TGRS Research Map | TGRS