Furthermore, the out-of-sample predictive power of the VRP depends strongly on the degree of correlation between market returns and variance innovations. When correlations are highly negative, VRP-based forecasts explain a considerable share of future market returns. On the contrary, when correlations are close to zero, market returns are essentially unpredictable by the VRP.
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