Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
7352076 | Finance Research Letters | 2018 | 7 Pages |
Abstract
China's stock market is known with quick change and violent fluctuation in recent years. This paper develops a Markov regime switching diagonal Bekk-Garch model, enabling parameters to be state dependent upon the regime of market. The empirical results show that different states exist. The high volatility regime has a lower state probability, while the low volatility regime has a higher state probability. The likelihood value show the regime-switching diagonal Bekk-Garch model fits the sample better. Both comparisons of hedge performance in and out-of-sample indicate that a regime-switching Bekk-Garch model is the optimal hedge strategy, followed by Bekk-Garch and OLS model.
Related Topics
Social Sciences and Humanities
Economics, Econometrics and Finance
Economics and Econometrics
Authors
Zhipeng Yan, Shenghong Li,