{"title":"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","authors":"Christian Pierdzioch, M. Risse, Sebastian Rohloff","doi":"10.2139/ssrn.2643152","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":445453,"journal":{"name":"ERN: Other Econometric Modeling: International Financial Markets - Foreign Exchange (Topic)","volume":"544 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"33","resultStr":"{\"title\":\"Are Precious Metals a Hedge Against Exchange-Rate Movements? An Empirical Exploration Using Bayesian Additive Regression Trees\",\"authors\":\"Christian Pierdzioch, M. Risse, Sebastian Rohloff\",\"doi\":\"10.2139/ssrn.2643152\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":445453,\"journal\":{\"name\":\"ERN: Other Econometric Modeling: International Financial Markets - Foreign Exchange (Topic)\",\"volume\":\"544 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-01-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"33\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ERN: Other Econometric Modeling: International Financial Markets - Foreign Exchange (Topic)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2139/ssrn.2643152\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ERN: Other Econometric Modeling: International Financial Markets - Foreign Exchange (Topic)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.2643152","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.