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The study aims at forecasting the return volatility of the cryptocurrencies using several machine learning algorithms … forecasting cryptocurrency volatility accordingly. … observations. We predict the volatility of four cryptocurrencies, namely Bitcoin, Ethereum, XRP, and Tether, and compare their …
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returns. Our results suggest that the decomposition model produces higher forecast and directional accuracy than any of the … competing models. We show that the forecasting gains translate into economically and statistically significant (risk …
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