运用ARCH/GARCH模型对全球黄金价格波动进行建模

L. Madžar, Dušica Karić, B. Mirjanić
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引用次数: 0

摘要

本文的目的是分析全球黄金价格收益率和波动性的趋势,目的是通过应用和比较ARCH和GARCH竞争模型的结果,使用所选信息标准的最低值,对这种贵金属的投资做出有效的财务决策。ARCH和GARCH模型用于时间序列分析,观察到条件方差的不稳定性。黄金通常具有避险的功能,也可以作为货币稳定的保证,尤其是在危机时期。以1151个黄金全球价格和收益率的每日观察为例,应用E-GARCH模型,结果表明投资者在决策时要谨慎,因为负面冲击(损失)对收益率波动的影响具有很强的长记忆效应,使得这种投资具有很高的风险,特别是在糟糕的经济环境下。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modelling the volatility of the global gold price by applying the ARCH/GARCH models
The purpose of this article is to analyse the trend of global gold price yields and volatility with the aim of making effective financial decisions about investments in this precious metal, by applying and comparing the results of ARCH and GARCH competing models, using the lowest values of the chosen information criteria. ARCH and GARCH models are intended for the time series' analysis, with the observed instability of the conditional variance. Gold usually has the function of a safe haven, also serving as a warrantor of monetary stability, especially in times of crisis. On the example of 1,151 daily observations on the gold global price and yield rates, the E-GARCH model was applied, the results of which suggest investors to be cautious in their decision-making since the impact of negative shocks (losses) on yield volatility has a strong long-memory effect, making this investments highly risky, especially in bad economic circumstances.
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来源期刊
Ekonomika Vilniaus Universitetas
Ekonomika Vilniaus Universitetas Economics, Econometrics and Finance-Economics, Econometrics and Finance (all)
CiteScore
1.40
自引率
0.00%
发文量
15
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