Financialization and Commodity Market Serial Dependence

Zhi Da, Ke Tang, Yubo Tao, Liyan Yang
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引用次数: 5

Abstract

Recent financialization in commodity markets makes it easier for institutional investors to trade a portfolio of commodities via various commodity-indexed products. We present several pieces of novel causal evidence that daily exposure to such index trading results in price overshoots and reversals, as reflected in negative daily return autocorrelations, only among commodities in that index. This is because index trading propagates nonfundamental noise to all indexed commodities. We present direct evidence for such noise propagation using commodity news sentiment data. This paper was accepted by Bruno Biais, finance. Funding: Z. Da acknowledges financial support from the Beijing Outstanding Young Scientist Program [Grant BJJWZYJH01201910034034] and the 111 Project [Grant B20094]. K. Tang acknowledges financial support from the National Natural Science Foundation of China [Grants 71973075 and 72192802]. Y. Tao acknowledges financial support from the Start-up Research Grant of University of Macau [Grant SRG2022-00016-FSS]. L. Yang acknowledges the Social Sciences and Humanities Research Council of Canada for financial support [Grants 430-2018-00173 and 435-2021-0040]. Supplemental Material: The online appendix and data are available at https://doi.org/10.1287/mnsc.2023.4797 .
金融化与商品市场序列依赖
最近商品市场的金融化使得机构投资者更容易通过各种商品指数产品交易商品投资组合。我们提出了一些新的因果证据,表明每天接触这种指数交易会导致价格超调和反转,正如负日回报自相关性所反映的那样,仅在该指数中的商品之间。这是因为指数交易将非基本面噪音传播到所有指数商品。我们使用商品新闻情绪数据为这种噪声传播提供了直接证据。这篇论文被Bruno Biais接受。基金资助:达正获得北京市杰出青年科学家计划[Grant BJJWZYJH01201910034034]和111项目[Grant B20094]的资助。唐凯(K. Tang)感谢国家自然科学基金的资助[基金号:71973075和72192802]。陶玉涛感谢澳门大学创业研究基金的资助[Grant SRG2022-00016-FSS]。杨玲感谢加拿大社会科学与人文研究理事会的资助[拨款430-2018-00173和435-2021-0040]。补充材料:在线附录和数据可在https://doi.org/10.1287/mnsc.2023.4797上获得。
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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