投资组合配置中的商品多元化收益:一个动态因子联结方法

IF 3.7 4区 经济学 Q1 BUSINESS, FINANCE Journal of Commodity Markets Pub Date : 2023-10-16 DOI:10.1016/j.jcomm.2023.100363
Michael Gaete, Rodrigo Herrera
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引用次数: 0

摘要

本研究对7个国际股票和20个不同行业的商品市场的波动性和依赖性的动态进行了全面分析,突出了后者所起的对冲作用。我们使用区分短期和长期的规范来解释波动性。同时,通过时变条件因子联结模型对依赖结构进行建模,该模型可划分为商品部门,使各部门之间存在同质依赖关系。这两个模型的动态是通过分数驱动的规范捕获的。此外,在构建由商品和股票市场组成的投资组合时,我们求解了风险厌恶型投资组合选择,以确定是否存在多样化收益。研究的主要结果表明,商品和股票市场之间的依赖关系随着时间的推移是可变的。最小方差投资组合的最佳策略是在股票市场投资组合中加入多种商品,特别是工业金属。此外,就独立于投资组合设置的夏普比率而言,因子联结方法是最佳规范。
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Diversification benefits of commodities in portfolio allocation: A dynamic factor copula approach

This study provides a thorough analysis of the dynamics of volatility and dependence among seven international equity and 20 commodity markets across different sectors, highlighting the hedging role played by the latter. We explain volatility using a specification that distinguishes between the short and long terms. At the same time, the dependence structure is modeled through a time-varying conditional factor copula model, which can be split into commodity sectors such that there is homogeneous dependence within each sector. The dynamic of both models is captured through a score-driven specification. Moreover, we solve the risk-averse portfolio selection to determine the existence of diversification benefits when constructing portfolios comprising commodities and stock markets. The main results of the study show that the dependence between the commodity and equity markets is variable over time. The best strategy in the minimum variance portfolio is obtained by incorporating a mix of commodities into the stock market portfolio, especially industrial metals. Furthermore, the factor copula approach is the best specification in terms of the Sharpe ratio independent of portfolio settings.

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来源期刊
CiteScore
5.70
自引率
2.40%
发文量
53
期刊介绍: The purpose of the journal is also to stimulate international dialog among academics, industry participants, traders, investors, and policymakers with mutual interests in commodity markets. The mandate for the journal is to present ongoing work within commodity economics and finance. Topics can be related to financialization of commodity markets; pricing, hedging, and risk analysis of commodity derivatives; risk premia in commodity markets; real option analysis for commodity project investment and production; portfolio allocation including commodities; forecasting in commodity markets; corporate finance for commodity-exposed corporations; econometric/statistical analysis of commodity markets; organization of commodity markets; regulation of commodity markets; local and global commodity trading; and commodity supply chains. Commodity markets in this context are energy markets (including renewables), metal markets, mineral markets, agricultural markets, livestock and fish markets, markets for weather derivatives, emission markets, shipping markets, water, and related markets. This interdisciplinary and trans-disciplinary journal will cover all commodity markets and is thus relevant for a broad audience. Commodity markets are not only of academic interest but also highly relevant for many practitioners, including asset managers, industrial managers, investment bankers, risk managers, and also policymakers in governments, central banks, and supranational institutions.
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