Research Article

Asymmetry in the Prediction of Cojumps on Volatility and Its Reversal

Table 4

The estimation of HAR-RV-JCOV-D model based on policy demarcation.


First phase
MJDS0.3393 (6.1027)0.5695 (10.3700)−0.3079 (−0.8807)−0.0743 (−0.5922)0.5910 (4.5360)74.58
MJDF0.1693 (2.8518)0.7201 (11.5982)0.6145 (1.6923)−0.1081 (−0.8139)0.6398 (3.5412)76.57

Phase II
MJDS0.5236 (7.0948)0.2709 (3.7670)−1.5753 (−2.0896)3.8236 (3.4609)−0.9015 (−1.2498)54.08
MJDF0.3643 (5.6933)0.4357 (5.6978)−2.4191 (−3.0024)0.4643 (0.3007)−0.5111 (−0.6683)46.23

Note: MJDS and MJDF represent HAR-RV-JCOV-D models for the CSI 300 stock index and futures index, respectively, and , , and represent significance at the 1%, 5%, and 10% levels, respectively.