This paper investigates the impact of jumps in forecasting co-volatility in the presence of leverage effects for daily crude oil and gold futures. We use a modified version of the jump-robust covariance estimator of Koike (2016). such that the estimated matrix is positive definite. Using this approach. https://hollandscountryclothinges.shop/product-category/tweed-caps/