Chan and Maheu (2002) developed a GARCH-jump mixture model, namely, the GARCH-jump with autoregressive conditional jump intensity (GARJI) model, in which two conditional independent processes, i.e., a diffusion and a compounded Poisson process, are used to describe stock price movements caused...