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

Quantile regressions Global uncertainty 0502 economics and business 05 social sciences [SHS.GESTION]Humanities and Social Sciences/Business administration [SHS.GESTION] Humanities and Social Sciences/Business administration Wavelet Bitcoin
DOI: 10.1016/j.frl.2017.02.009 Publication Date: 2017-02-07T13:17:23Z
ABSTRACT
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.
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