人工知能学会第二種研究会資料
Online ISSN : 2436-5556
アート資産の分散投資効果の実証分析
森田 梨加町田 奈津美山本 康介中川 慧星野 崇宏
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研究報告書・技術報告書 フリー

2025 年 2025 巻 FIN-034 号 p. 90-97

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This study examines the diversification effects of incorporating an "art" asset class into investment portfolios. While numerous studies have examined the inclusion of art assets in portfolios, few have addressed the unique characteristics of these assets, such as their asymmetry, long-term dependencies, and dynamic correlations with other asset classes.Therefore, in this study, we employ a multivariate GARCH model to dynamically capture the correlations between art assets and traditional financial assets, focusing on conditional cross-effects and the volatility spillovers. We also evaluate the extent to which art assets contribute to portfolio diversification, taking into account their liquidity. Furthermore, we calculate the hedge ratios and optimal weights for art assets, offering insights into their strategic significance in investment portfolios.

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