Do LBMA gold price follow random-walk?

IF 2.1 4区 工程技术 Q3 CHEMISTRY, INORGANIC & NUCLEAR
Biswabhusan Bhuyan, Subhamitra Patra, Ranjan Kumar Bhuian
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引用次数: 1

Abstract

The present study attempted to analyse the random-walk characteristics of the gold spot price of the London Bullion Market Association (LBMA) by using several linear and nonlinear models. The research collects two decades of daily data from 3rd February 2000 to 2nd October 2020. Econometric tests such as serial correlation test, unit-root tests, multiple variance ratio (MVR), and the BDS test were applied to examine the linear and nonlinear dependence of return series. Further, we employed all the tests from ARCH family to examine the volatility clustering of the gold return series. The results of serial correlation and the unit-root test suggest that the gold return is stationary, therefore does not follow the random-walk benchmark, and hence the gold market is inefficient. EGARCH results indicate that the positive news has a more significant impact on the gold return than the negative news. The findings have important implications for the efficient portfolio investments, and better hedging opportunities for the investors.

LBMA黄金价格遵循随机游走吗?
本文采用线性和非线性模型分析了伦敦金银市场协会(LBMA)黄金现货价格的随机游走特征。该研究收集了2000年2月3日至2020年10月2日20年的每日数据。采用序列相关检验、单位根检验、多元方差比(MVR)检验和BDS检验等计量经济学检验,检验回归序列的线性和非线性相关性。进一步,我们采用ARCH家族的所有检验来检验黄金收益序列的波动性聚类。序列相关检验和单位根检验结果表明,黄金收益是平稳的,因此不遵循随机漫步基准,因此黄金市场是低效的。EGARCH结果表明,正面消息对黄金收益的影响比负面消息更显著。研究结果对提高证券投资效率,为投资者提供更好的套期保值机会具有重要意义。
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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来源期刊
Gold Bulletin
Gold Bulletin Chemistry-Inorganic Chemistry
CiteScore
3.70
自引率
4.50%
发文量
21
期刊介绍: Gold Bulletin is the premier international peer reviewed journal on the latest science, technology and applications of gold. It includes papers on the latest research advances, state-of-the-art reviews, conference reports, book reviews and highlights of patents and scientific literature. Gold Bulletin does not publish manuscripts covering the snthesis of Gold nanoparticles in the presence of plant extracts or other nature-derived extracts. Gold Bulletin has been published over 40 years as a multidisciplinary journal read by chemists, physicists, engineers, metallurgists, materials scientists, biotechnologists, surface scientists, and nanotechnologists amongst others, both within industry and academia. Gold Bulletin is published in Association with the World Gold Council.
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