{"title":"Diversification benefits of commodities in portfolio allocation: A dynamic factor copula approach","authors":"Michael Gaete, Rodrigo Herrera","doi":"10.1016/j.jcomm.2023.100363","DOIUrl":null,"url":null,"abstract":"<div><p>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.</p></div>","PeriodicalId":45111,"journal":{"name":"Journal of Commodity Markets","volume":"32 ","pages":"Article 100363"},"PeriodicalIF":3.7000,"publicationDate":"2023-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Commodity Markets","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2405851323000533","RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
引用次数: 0
Abstract
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.
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.