TY - JOUR
T1 - Correlations and volatility spillovers across commodity and stock markets
T2 - Linking energies, food, and gold
AU - Mensi, Walid
AU - Beljid, Makram
AU - Boubaker, Adel
AU - Managi, Shunsuke
N1 - Funding Information:
The authors would like to acknowledge the International Grains Council for supporting the work presented in this paper. We would like to show our sincere gratitude to two anonymous reviewers for their helpful suggestions and comments which greatly improved the quality of this paper.
PY - 2013/5
Y1 - 2013/5
N2 - This paper employs a VAR-GARCH model to investigate the return links and volatility transmission between the S&P 500 and commodity price indices for energy, food, gold and beverages over the turbulent period from 2000 to 2011. Understanding the price behavior of commodity prices and the volatility transmission mechanism between these markets and the stock exchanges are crucial for each participant, including governments, traders, portfolio managers, consumers, and producers. For return and volatility spillover, the results show significant transmission among the S&P 500 and commodity markets. The past shocks and volatility of the S&P 500 strongly influenced the oil and gold markets. This study finds that the highest conditional correlations are between the S&P 500 and gold index and the S&P 500 and WTI index. We also analyze the optimal weights and hedge ratios for commodities/S&P 500 portfolio holdings using the estimates for each index. Overall, our findings illustrate several important implications for portfolio hedgers for making optimal portfolio allocations, engaging in risk management and forecasting future volatility in equity and commodity markets.
AB - This paper employs a VAR-GARCH model to investigate the return links and volatility transmission between the S&P 500 and commodity price indices for energy, food, gold and beverages over the turbulent period from 2000 to 2011. Understanding the price behavior of commodity prices and the volatility transmission mechanism between these markets and the stock exchanges are crucial for each participant, including governments, traders, portfolio managers, consumers, and producers. For return and volatility spillover, the results show significant transmission among the S&P 500 and commodity markets. The past shocks and volatility of the S&P 500 strongly influenced the oil and gold markets. This study finds that the highest conditional correlations are between the S&P 500 and gold index and the S&P 500 and WTI index. We also analyze the optimal weights and hedge ratios for commodities/S&P 500 portfolio holdings using the estimates for each index. Overall, our findings illustrate several important implications for portfolio hedgers for making optimal portfolio allocations, engaging in risk management and forecasting future volatility in equity and commodity markets.
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U2 - 10.1016/j.econmod.2013.01.023
DO - 10.1016/j.econmod.2013.01.023
M3 - Article
AN - SCOPUS:84874351093
SN - 0264-9993
VL - 32
SP - 15
EP - 22
JO - Economic Modelling
JF - Economic Modelling
IS - 1
ER -