{"title":"Brave New World? Bitcoin is not the New Gold: Understanding Cryptocurrency Price Dynamics","authors":"Sangyup Choi, Junhyeok Shin","doi":"10.2139/ssrn.3555599","DOIUrl":null,"url":null,"abstract":"While the many commonalities shared by Bitcoin and gold raise a question of whether Bitcoin is a safe-haven like gold, relevant empirical evidence to date is mixed. Unlike existing empirical studies, we derive a simple estimable model of Bitcoin price dynamics from the quantity equation, which allows for structural interpretation of our findings; we then estimate the dynamic effects of macro factors, including income, inflation, and interest rates on Bitcoin prices at a weekly frequency. Unlike gold, Bitcoin prices are vulnerable to financial risk or uncertainty shocks, which is inconsistent with safe-haven quality. When the empirical model is augmented with Bitcoin-specific variables, such as its supply, transactions, and velocity, a major share of Bitcoin price dynamics is explained by these variables. We also find an interesting nonlinearity in the drivers of Bitcoin price dynamics between bullish and bearish market: the role of Bitcoin-idiosyncratic shocks increases when it appreciates, while the effects of macro factors dominate when it depreciates.","PeriodicalId":292025,"journal":{"name":"Econometric Modeling: Commodity Markets eJournal","volume":"75 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Econometric Modeling: Commodity Markets eJournal","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.3555599","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4
Abstract
While the many commonalities shared by Bitcoin and gold raise a question of whether Bitcoin is a safe-haven like gold, relevant empirical evidence to date is mixed. Unlike existing empirical studies, we derive a simple estimable model of Bitcoin price dynamics from the quantity equation, which allows for structural interpretation of our findings; we then estimate the dynamic effects of macro factors, including income, inflation, and interest rates on Bitcoin prices at a weekly frequency. Unlike gold, Bitcoin prices are vulnerable to financial risk or uncertainty shocks, which is inconsistent with safe-haven quality. When the empirical model is augmented with Bitcoin-specific variables, such as its supply, transactions, and velocity, a major share of Bitcoin price dynamics is explained by these variables. We also find an interesting nonlinearity in the drivers of Bitcoin price dynamics between bullish and bearish market: the role of Bitcoin-idiosyncratic shocks increases when it appreciates, while the effects of macro factors dominate when it depreciates.