Minimum variance hedging with bivariate regime-switching model for WTI crude oil

被引:17
作者
Hung, Jui-Cheng [1 ]
Wang, Yi-Hsien [1 ]
Chang, Matthew C. [2 ]
Shih, Kuang-Hsun [1 ]
Kao, Hsiu-Hsueh [3 ]
机构
[1] Chinese Culture Univ, Dept Banking & Finance, Taipei 11114, Taiwan
[2] Hsuan Chuang Univ, Dept Finance & Banking, Hsinchu 300, Taiwan
[3] Tamkang Univ, Dept Business Adm, Tamsui 25137, Taipei County, Taiwan
关键词
Four-regime bivariate Markov switching model; TVC-GARCH; In- and out-of-sample hedging performances; SPA test; AUTOREGRESSIVE CONDITIONAL HETEROSKEDASTICITY; TIME-SERIES; FUTURES; VOLATILITY; SHOCKS; RISK; MARKETS; RATES;
D O I
10.1016/j.energy.2011.02.049
中图分类号
O414.1 [热力学];
学科分类号
摘要
This paper proposes a four-regime bivariate Markov regime-switching model to estimate the daily time-varying minimum variance hedge ratios for West Texas Intermediate (WTI) crude oil, and evaluates its in- and out-of-sample hedging performances with two-regime model, CC-GARCH, TVC-GARCH, and OLS models. Empirical results reveal that the four-regime Markov switching model outperforms the other models for both in- and out-of-sample hedging performance. Based on Hansen's SPA test (2005), the four-regime model significantly outperforms the other models for only in-sample hedging. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:3050 / 3057
页数:8
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