What Drives Commodity Returns? Market, Sector or Idiosyncratic Factors?

被引:8
|
作者
Ma, Jun [1 ]
Vivian, Andrew [2 ]
Wohar, Mark E. [3 ]
机构
[1] Northeastern Univ, Dept Econ, Coll Social Sci & Humanities, Boston, MA 02115 USA
[2] Loughborough Univ, Sch Business & Econ, Loughborough LE11 3TU, Leics, England
[3] Univ Nebraska, Dept Econ, Omaha, NE 68182 USA
关键词
DYNAMIC-FACTOR MODEL; CO-MOVEMENTS; FUTURES; FINANCIALIZATION; VOLATILITY; ARBITRAGE; PRICES; SHOCKS; NUMBER; IMPACT;
D O I
10.1111/obes.12334
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper examines the relationship between 43 commodity returns using a dynamic factor model with time varying stochastic volatility. The dynamic factor model decomposes each commodity return into a common (market), sector-specific and commodity-specific component. It enables the variance attributed to each component to be estimated at each point in time. We find the return variation explained by the common factor has increased substantially for the recent period and is statistically significant for the vast majority of commodities since 2004 (at each point in time) This phenomenon is the strongest for non-perishable products. We link the amount of variation explained by the common factor to economic variables.
引用
收藏
页码:311 / 330
页数:20
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