We show that Bitcoin prices have surprisingly predictive power for nominal currency exchange rates, both in-sample and out-of-sample. The predictability follows from the fact that Bitcoin prices are forward-looking: Bitcoin efficiently incorporates expectations of currency exchange rates and their drivers, as exchange rates serve as a fundamental of Bitcoin. We examine the Bitcoin-based exchange rate prediction model in the autoregres-sive distributed lag (ADL) specification and the error correction specification. Forecasts based on both specifications outperform different benchmarks for some of the exchange rates. The outperformance is most pronounced at the daily horizon using the ADL model. Bitcoin-based forex trading strategies generate Sharpe ratio gains relative to the US risk -free rate and the carry trade. Bitcoin returns incorporate extra knowledge of future interest rate differentials after controlling for lagged exchange rate movements. Our result is inspir-ing for currency market participants, given the well-documented difficulty in exchange rate prediction.(c) 2023 Elsevier Ltd. All rights reserved.
机构:
Utah State Univ, Jon M Huntsman Sch Business, Dept Econ & Finance, 3565 Old Main Hill, Logan, UT 84322 USAUtah State Univ, Jon M Huntsman Sch Business, Dept Econ & Finance, 3565 Old Main Hill, Logan, UT 84322 USA
机构:
Univ Fed Sao Carlos, Grad Program Comp Sci, Sao Carlos, SP, BrazilUniv Fed Sao Carlos, Grad Program Comp Sci, Sao Carlos, SP, Brazil
Mallqui, Dennys C. A.
Fernandes, Ricardo A. S.
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机构:
Univ Fed Sao Carlos, Dept Elect Engn, Rod Washington Luis SP-310 Km 235, BR-13565905 Sao Carlos, SP, BrazilUniv Fed Sao Carlos, Grad Program Comp Sci, Sao Carlos, SP, Brazil
机构:
Utah State Univ, Jon M Huntsman Sch Business, Dept Econ & Finance, 3565 Old Main Hill, Logan, UT 84322 USAUtah State Univ, Jon M Huntsman Sch Business, Dept Econ & Finance, 3565 Old Main Hill, Logan, UT 84322 USA
机构:
Univ Fed Sao Carlos, Grad Program Comp Sci, Sao Carlos, SP, BrazilUniv Fed Sao Carlos, Grad Program Comp Sci, Sao Carlos, SP, Brazil
Mallqui, Dennys C. A.
Fernandes, Ricardo A. S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Sao Carlos, Dept Elect Engn, Rod Washington Luis SP-310 Km 235, BR-13565905 Sao Carlos, SP, BrazilUniv Fed Sao Carlos, Grad Program Comp Sci, Sao Carlos, SP, Brazil