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The information content of implied volatilities and intraday returns is compared in the context of forecasting index volatility over horizons from 1 to 20 days. Forecasts of two measures of realized volatility are obtained after estimating ARCH models using daily index returns, daily observations of the VIX index of implied volatility, and sums of squares of 5-min index returns. The in-sample estimates...
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