“…Similarly, Guo and Ma [28] , Ye, et al [29] , Ma, et al [30] and Zeng, et al [31] further extended this part of the research to precious metals, ETFs, and G7 stocks market, as well as various representative financial markets around the world, and have demonstrated the necessity of considering the impact of jump components in high-frequency forecasting. However, another part of scholars believe that in the volatility prediction of related investment targets, the high-frequency jump component has only a weak predictive ability, that is, its contribution is relatively limited [32][33][34] . Especially for the Chinese stock market, this phenomenon may become more obvious [35][36][37] .…”