The Relative Efficiency and Volatility of Indian Agricultural Commodity Futures Markets

Velmurugan Palaniappan Shanmugam, P. Armah
{"title":"The Relative Efficiency and Volatility of Indian Agricultural Commodity Futures Markets","authors":"Velmurugan Palaniappan Shanmugam, P. Armah","doi":"10.2139/ssrn.2975298","DOIUrl":null,"url":null,"abstract":"Indian agricultural commodity futures market is in the nascent stage. Since lifting of ban on futures trading in the beginning of this millennium, it is still facing serious threat from learned and the lay. Like any other futures market, Indian agricultural commodity futures markets are also expected to perform the role of price discovery and risk management. After having outlined the present status of Indian agricultural commodities market, a comprehensive study on the interrelationship between the spot and futures prices of 15 agricultural commodities is carried out to understand the dynamics of the co-integration, price causality and volatility factors which determine the efficiency of those markets for the period which stand different by various economical and market conditions, for arriving at relative conclusions. The Johansen’s co-integration test on the spot and futures data of the 15 agricultural commodities has shown that the spot and futures market were co-integrated). This proved that the market was efficient and the agriculture commodity futures exchanges provided efficient hedge against price risk emerging in respective commodities. The co-integration between spot price and future spot prices is the indication of efficiency and developed nature of the market. The Granger Causality Test results on the direction of flow of information between the spot and futures market shows that in majority (9 out of 15) of the commodities there were bi-directional flow of information. This shows that due to information flow from both sides, spot to future markets and future market to spot market, both were equally responsible for the price discovery process. The unidirectional causal relationship exhibited in six (6) commodities showed that futures market is leading the spot market. Whereas in terms of volatility, the GARCH test results show that there is volatility clustering and persistence throughout the study period. Even the Granger causality test on volatility revealed that the causation of volatility was bi-directional in 10 commodities. To be specific, we show that Indian agricultural commodities markets are highly efficient during the study period, including the period of price spikes and price distortions. \nThe results of this study, stated above, shows that Indian agricultural commodity futures trading is highly efficient and playing the role it is supposed to play pretty good. The conclusions would certainly serve the concerned policy makers in decision making. Let us expect that the scenario of suspension and ban on futures trading in agricultural commodities is not repeated again, in the interest of Indian farmers. In-spite-of the above positive indications of the efficiency of Indian agriculture commodity market, it has witnessed massive and prolonged price escalations since 2007. The price spikes may be attributed to other fundamental factors not related to the scope of a futures exchange and call for further research.","PeriodicalId":306457,"journal":{"name":"ERN: Futures (Topic)","volume":"161 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ERN: Futures (Topic)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.2975298","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Indian agricultural commodity futures market is in the nascent stage. Since lifting of ban on futures trading in the beginning of this millennium, it is still facing serious threat from learned and the lay. Like any other futures market, Indian agricultural commodity futures markets are also expected to perform the role of price discovery and risk management. After having outlined the present status of Indian agricultural commodities market, a comprehensive study on the interrelationship between the spot and futures prices of 15 agricultural commodities is carried out to understand the dynamics of the co-integration, price causality and volatility factors which determine the efficiency of those markets for the period which stand different by various economical and market conditions, for arriving at relative conclusions. The Johansen’s co-integration test on the spot and futures data of the 15 agricultural commodities has shown that the spot and futures market were co-integrated). This proved that the market was efficient and the agriculture commodity futures exchanges provided efficient hedge against price risk emerging in respective commodities. The co-integration between spot price and future spot prices is the indication of efficiency and developed nature of the market. The Granger Causality Test results on the direction of flow of information between the spot and futures market shows that in majority (9 out of 15) of the commodities there were bi-directional flow of information. This shows that due to information flow from both sides, spot to future markets and future market to spot market, both were equally responsible for the price discovery process. The unidirectional causal relationship exhibited in six (6) commodities showed that futures market is leading the spot market. Whereas in terms of volatility, the GARCH test results show that there is volatility clustering and persistence throughout the study period. Even the Granger causality test on volatility revealed that the causation of volatility was bi-directional in 10 commodities. To be specific, we show that Indian agricultural commodities markets are highly efficient during the study period, including the period of price spikes and price distortions. The results of this study, stated above, shows that Indian agricultural commodity futures trading is highly efficient and playing the role it is supposed to play pretty good. The conclusions would certainly serve the concerned policy makers in decision making. Let us expect that the scenario of suspension and ban on futures trading in agricultural commodities is not repeated again, in the interest of Indian farmers. In-spite-of the above positive indications of the efficiency of Indian agriculture commodity market, it has witnessed massive and prolonged price escalations since 2007. The price spikes may be attributed to other fundamental factors not related to the scope of a futures exchange and call for further research.
印度农产品期货市场的相对效率与波动性
印度农产品期货市场尚处于起步阶段。自本世纪初解除期货交易禁令以来,它仍然面临着来自学术界和业内人士的严重威胁。与任何其他期货市场一样,印度农产品期货市场也有望发挥价格发现和风险管理的作用。在概述了印度农产品市场的现状之后,对15种农产品的现货和期货价格之间的相互关系进行了全面的研究,以了解协整、价格因果关系和波动性因素的动态,这些因素决定了不同经济和市场条件下这些市场的效率,从而得出相对的结论。对15种农产品的现货和期货数据进行约翰森协整检验,现货和期货市场协整)。这证明了市场是有效的,农产品期货交易所对各自商品出现的价格风险提供了有效的对冲。现货价格与未来现货价格之间的协整是市场效率和发达性质的体现。现货和期货市场之间信息流动方向的格兰杰因果检验结果表明,绝大多数商品(15个商品中有9个)存在双向信息流动。这表明,由于双方的信息流,现货市场到未来市场和未来市场到现货市场,双方对价格发现过程负有同等责任。6种商品表现出单向因果关系,表明期货市场主导现货市场。而在波动率方面,GARCH检验结果表明,波动率在整个研究期间存在聚类和持久性。甚至对波动率的格兰杰因果检验也显示出10种商品波动率的因果关系是双向的。具体而言,我们表明,在研究期间,包括价格飙升和价格扭曲时期,印度农产品市场是高效的。综上所述,本研究的结果表明,印度农产品期货交易效率很高,并且很好地发挥了它应该发挥的作用。这些结论肯定会对有关决策者的决策有所帮助。让我们期待,为了印度农民的利益,暂停和禁止农产品期货交易的情况不会再次发生。尽管印度农产品市场的效率有上述积极迹象,但自2007年以来,它见证了大规模和长期的价格上涨。价格飙升可能归因于与期货交易所范围无关的其他基本面因素,需要进一步研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信