How Information Is Transmitted Across the Nations? An Empirical Investigation of the US and Chinese Commodity Markets

Zi‐Yi Guo
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引用次数: 13

Abstract

This paper studies how information is transmitted across nations by focusing on three types of commodities: copper, soybean and wheat. The paper utilizes Johansen cointegration model, vector error correction model (VECM) and the generalized autoregressive conditional heteroskedastic model (GARCH) to investigate the price discovery and volatility spillover process of informationally-linked futures markets. The empirical results indicate that the models provide evidence to support the long-term equilibrium relationships and significant bidirectional information flows between copper futures markets in China and in the United States. Although innovations in one market can predict the futures volatility in another market, the volatility spillovers from U.S. futures to Chinese futures are more significant than the other way around. As for the soybean futures, there is a one-lag price transmission across markets, while no volatility spillover has been detected. As for the wheat futures, no information transmission is found across markets.
信息是如何在国家间传播的?中美大宗商品市场的实证研究
本文以铜、大豆和小麦这三种商品为研究对象,研究了信息是如何跨国家传播的。本文运用Johansen协整模型、向量误差修正模型(VECM)和广义自回归条件异方差模型(GARCH)研究了信息关联期货市场的价格发现和波动溢出过程。实证结果表明,模型支持中美两国铜期货市场存在长期均衡关系和显著的双向信息流动。虽然一个市场的创新可以预测另一个市场的期货波动,但美国期货对中国期货的波动溢出效应比中国期货对美国期货的波动溢出效应更显著。至于大豆期货,各市场之间存在一滞后价格传导,未发现波动溢出效应。小麦期货不存在跨市场的信息传递。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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