Connectedness and investment strategies of volatile assets: DCC-GARCH R2 analysis ofcryptocurrencies and emerging market sectors

  • Adnan Aslam
  • , Rayenda Khresna Brahmana

    Research output: Contribution to journalArticlepeer-review

    87 Downloads (Pure)

    Abstract

    This study investigates the return propagation dynamics between cryptocurrencies and emerging market sectoral indices (EMSI), focusing on portfolio impact from Bitcoin, Ethereum, and two gold-backed cryptocurrencies (PAXG and X8X). Using data from 2019 to 2024, we apply a novel DCC-GARCH-based R 2 decomposed connectedness approach to analyse return connectedness among these high-risk assets. We also utilize innovative concepts such as minimum dynamic pairwise connectedness and minimum R 2 decomposed connectedness portfolios in our multivariate hedging portfolios. Our findings reveal that total connectedness is time-variant and influenced by economic events. Bitcoin and Ethereum are identified as net transmitters of shocks, while other assets, particularly gold-backed cryptocurrencies, serve as net shock receivers with minimal impact. Moreover, few EMSIs (financials, industrials, and materials sectors) show significant connectedness in the system. Although our suggested portfolio analysis offers improved returns, none consistently outperform the market. This research offers valuable insights for investors and policymakers regarding the interconnectedness and risk management of cryptocurrencies and EMSI.

    Original languageEnglish
    Pages (from-to)649-660
    Number of pages12
    JournalBorsa Istanbul Review
    Volume25
    Issue number4
    Early online date13 Mar 2025
    DOIs
    Publication statusPublished - Jul 2025

    Bibliographical note

    Open access CC-BY

    Keywords

    • Cryptocurrencies
    • DCC-GARCH
    • Dynamic connectedness
    • Emerging markets
    • R decomposition
    • Sectoral indices

    ASJC Scopus subject areas

    • Finance
    • Economics and Econometrics

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