calculate implied volatility and analyze if volatility forecasts can be improved using such information. Implied volatility is … less accurate than ARMA or HAR model forecasts in predicting short-term future bitcoin volatility (1 day ahead), but … superior in predicting long-term volatility (7, 10, 15 days ahead). Further, a combination of implied volatility and model …