Price Discovery and Volatility Spillover in Commodity Futures and Spot Market in India: An Empirical Analysis

IF 0.2 Q4 MANAGEMENT NMIMS Management Review Pub Date : 2022-03-25 DOI:10.53908/nmmr.300101
S. Garg, K. Narwal
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Abstract

Purpose: This paper aims to investigate the price discovery process, persistence of volatility and spillover of volatility in commodity futures and spot market in India. Methodology: In this paper, commodities namely, mentha oil, cotton, gold and aluminium have been selected to explore the process of price discovery, volatility persistence and spillover of volatility using cointegration test, vector error correction (VECM), granger causality and GARCH model. Findings: The results of VECM suggest that price discovery takes place in futures market in case of all commodities except for mentha oil where price discovery occurs in spot market. The Block Exogeneity Wald test (granger causality) results also show that futures market has stronger ability to predict the spot prices. The results of GARCH model indicate that volatility is persistent for all commodities except mentha oil futures return. In the support of VECM and granger causality test results, GARCH model results also indicate that volatility spillovers from futures return to spot return for all selected commodities except cotton where volatility spillovers from spot return to futures return. Practical Implications: The findings of this study significantly contribute to the Indian commodity derivatives market literature and useful for future researchers, investors, hedgers, economists and policy makers. Originality: There are very few studies that have examined the price discovery process and spillover of volatility using combination of both agricultural and nonagricultural commodities in India.
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印度商品期货和现货市场的价格发现与波动溢出:一个实证分析
目的:研究印度商品期货和现货市场的价格发现过程、波动持续性和波动外溢性。方法:本文采用协整检验、向量误差修正(VECM)、格兰杰因果关系和GARCH模型,以薄荷油、棉花、黄金和铝等大宗商品为研究对象,探讨了价格发现、波动持久性和波动溢出的过程。发现:VECM结果表明,除薄荷油价格发现发生在现货市场外,所有商品的价格发现都发生在期货市场。块外生性Wald检验(格兰杰因果关系)结果也表明,期货市场对现货价格具有较强的预测能力。GARCH模型的结果表明,除薄荷油期货收益外,所有商品的波动性都是持续的。在VECM和格兰杰因果检验结果的支持下,GARCH模型结果也表明,除棉花波动从现货回归到期货回归外,所有被选商品的波动都从期货回归到现货回归。实际意义:本研究的发现对印度商品衍生品市场文献有重大贡献,对未来的研究人员、投资者、套期保值者、经济学家和政策制定者有用。原创性:很少有研究将印度的农业和非农业商品结合起来考察价格发现过程和波动性溢出。
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