Does Bitcoin hedge global uncertainty? Evidence from wavelet-based quantile-in-quantile regressions

被引:464
|
作者
Bouri, Elie [1 ]
Gupta, Rangan [2 ]
Tiwari, Aviral Kumar [3 ]
Roubaud, David [4 ]
机构
[1] Holy Spirit Univ Kaslik, USEK Business Sch, POB 446, Jounieh, Lebanon
[2] Univ Pretoria, Dept Econ, ZA-0002 Pretoria, South Africa
[3] Montpellier Business Sch, CESD, Montpellier, France
[4] Montpellier Business Sch, Montpellier Res Management, CESD, Montpellier, France
关键词
Bitcoin; Global uncertainty; Wavelet; Quantile regressions; VOLATILITY; ECONOMICS;
D O I
10.1016/j.frl.2017.02.009
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
We examine whether Bitcoin can hedge global uncertainty, measured by the first principal component of the VIXs of 14 developed and developing equity markets. After decomposing Bitcoin returns into various frequencies, i.e., investment horizons, and given evidence of heavy-tails, we employ quantile regression. We reveal that Bitcoin does act as a hedge against uncertainty: it reacts positively to uncertainty at both higher quantiles and shorter frequency movements of Bitcoin returns. Further, we use quantile-on-quantile regression and identify that hedging is observed at shorter investment horizons, and at both lower and upper ends of Bitcoin returns and global uncertainty. (c) 2017 Elsevier Inc. All rights reserved.
引用
收藏
页码:87 / 95
页数:9
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