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.
机构:
Sichuan Univ, Sch Math, Chengdu 610065, Sichuan, Peoples R ChinaSichuan Univ, Sch Math, Chengdu 610065, Sichuan, Peoples R China
Wang, Tianxiao
Wei, Jiaqin
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East China Normal Univ, Key Lab Adv Theory & Applicat Stat & Data Sci, Minist Educ, 3663 North Zhongshan Rd, Shanghai 200062, Peoples R China
East China Normal Univ, Sch Stat, 3663 North Zhongshan Rd, Shanghai 200062, Peoples R ChinaSichuan Univ, Sch Math, Chengdu 610065, Sichuan, Peoples R China
机构:
Shanghai Jiao Tong Univ, Financial Engn Res Ctr, Shanghai 200052, Peoples R China
Suzhou Univ Sci & Technol, Dept Math & Phys, Suzhou 215011, Peoples R ChinaShanghai Jiao Tong Univ, Financial Engn Res Ctr, Shanghai 200052, Peoples R China
Dong, Yinghui
Wang, Guojing
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Soochow Univ, Dept Math, Suzhou 215006, Peoples R China
Soochow Univ, Ctr Financial Engn, Suzhou 215006, Peoples R ChinaShanghai Jiao Tong Univ, Financial Engn Res Ctr, Shanghai 200052, Peoples R China
机构:
Sichuan Univ, Sch Math, Chengdu 610065, Sichuan, Peoples R ChinaSichuan Univ, Sch Math, Chengdu 610065, Sichuan, Peoples R China
Wang, Tianxiao
Wei, Jiaqin
论文数: 0引用数: 0
h-index: 0
机构:
East China Normal Univ, Key Lab Adv Theory & Applicat Stat & Data Sci, Minist Educ, 3663 North Zhongshan Rd, Shanghai 200062, Peoples R China
East China Normal Univ, Sch Stat, 3663 North Zhongshan Rd, Shanghai 200062, Peoples R ChinaSichuan Univ, Sch Math, Chengdu 610065, Sichuan, Peoples R China
机构:
Shanghai Jiao Tong Univ, Financial Engn Res Ctr, Shanghai 200052, Peoples R China
Suzhou Univ Sci & Technol, Dept Math & Phys, Suzhou 215011, Peoples R ChinaShanghai Jiao Tong Univ, Financial Engn Res Ctr, Shanghai 200052, Peoples R China
Dong, Yinghui
Wang, Guojing
论文数: 0引用数: 0
h-index: 0
机构:
Soochow Univ, Dept Math, Suzhou 215006, Peoples R China
Soochow Univ, Ctr Financial Engn, Suzhou 215006, Peoples R ChinaShanghai Jiao Tong Univ, Financial Engn Res Ctr, Shanghai 200052, Peoples R China