贵金属是汇率波动的对冲工具吗?贝叶斯加性回归树的实证研究

Christian Pierdzioch, M. Risse, Sebastian Rohloff
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引用次数: 33

摘要

我们使用贝叶斯加性回归树来重新检验贵金属投资是否可以对冲汇率变动。我们量化了几种主要汇率的相对重要性,并研究了边际效应在升值/贬值时期和汇率小幅/大幅波动时期的差异。结果表明,投资黄金和白银是对冲主要汇率贬值的有力手段。钯金和铂的对冲性质主要局限于澳元和加元。我们还研究了贵金属投资是否在汇率大幅波动时是一种避风港。
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Are Precious Metals a Hedge Against Exchange-Rate Movements? An Empirical Exploration Using Bayesian Additive Regression Trees
We use Bayesian additive regression trees to reexamine whether investments in precious metals are a hedge against exchange-rate movements. We quantify the relative importance of several major exchange rates, and we study how the marginal effects differ across times of appreciations/depreciations and across times of small/large exchange-rate fluctuations. Results show that investments in gold and silver are strong hedges against depreciations of major exchange rates. The hedging properties of palladium and platinum are mainly confined to the Australian dollar and Canadian dollar. We also study whether precious metals investments are a safe-haven in times of large exchange-rate movements.
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