Theoretical Economics Letters · 2019 · 25 citations · 17 references
BusinessEconomicsFinanceAsset PricingEconometricsFinancial EconomicsAsset Return ModelingCapital MarketsCurrency Risk ManagementFinancial RiskMarket RiskStructural Break AnalysisBivariate CorrelationBivariate DistributionsCausalityNonlinear Forecasting ModelsNonlinear Price DynamicsStructural Break ModelingStructural Break TestsThreshold Regression Analysis
This study applies threshold regression model in a bivariate framework to explore the nonlinear long-term relationship among Bitcoin and gold prices over the period 2010-2018. Results are threefold: first, we show that gold is a significant predictor of Bitcoin prices. Second, we find evidence of a non-linear relationship between Bitcoin and gold prices characterized rather by a two-regime relationship with a structural break occurring in October 2017. Third, before the break, there is significant, negative but weak causality indicating that Bitcoin is a speculative asset. After the break, the relationship becomes significantly positive revealing diversifier and hedge properties of Bitcoin.
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Tests of Equality Between Sets of Coefficients in Two Linear Regressions
Gregory C. Chow · Econometrica · 1960 · 6.5K citations
Sample Splitting and Threshold Estimation
Bruce E. Hansen · Econometrica · 2000 · 2.8K citations
Bitcoin, gold and the dollar – A GARCH volatility analysis
Anne Haubo Dyhrberg · Finance research letters · 2015 · 1.5K citations