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題名 REGIME-SWITCHED VOLATILITY OF BRENT CRUDE OIL FUTURES WITH MARKOV-SWITCHING ARCH MODEL
作者 謝淑貞
CHIU,TIEN-YU;SHIEH,SHWU-JANE
貢獻者 國貿系
關鍵詞 Markov-switching ARCH; SWARCH; volatility; Brent crude oil
日期 2009
上傳時間 25-Nov-2014 11:42:27 (UTC+8)
摘要 This paper investigates the volatility process of the Brent crude oil futures markets using Markov-switching ARCH (SWARCH) model. The SWARCH model allows the conditional disturbances to change as time passes and even to switch in different regimes. The empirical evidence shows that the SWARCH (3,3) model performs the best goodness of fit and the best forecast performance among different fitting models. The estimation of smoothing probabilities of data under different regimes facilitates to capture the characteristics of the data, and the high-volatility regime is associated with some extraordinary events, such as the 1990`s Persian Gulf War, the 1997`s Asia Financial Crisis, and the 2001`s 911 terrorist attack.
關聯 International Journal of Theoretical and Applied Finance,12(2,)113-124
資料類型 article
dc.contributor 國貿系en_US
dc.creator (作者) 謝淑貞zh_TW
dc.creator (作者) CHIU,TIEN-YU;SHIEH,SHWU-JANEen_US
dc.date (日期) 2009en_US
dc.date.accessioned 25-Nov-2014 11:42:27 (UTC+8)-
dc.date.available 25-Nov-2014 11:42:27 (UTC+8)-
dc.date.issued (上傳時間) 25-Nov-2014 11:42:27 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/71658-
dc.description.abstract (摘要) This paper investigates the volatility process of the Brent crude oil futures markets using Markov-switching ARCH (SWARCH) model. The SWARCH model allows the conditional disturbances to change as time passes and even to switch in different regimes. The empirical evidence shows that the SWARCH (3,3) model performs the best goodness of fit and the best forecast performance among different fitting models. The estimation of smoothing probabilities of data under different regimes facilitates to capture the characteristics of the data, and the high-volatility regime is associated with some extraordinary events, such as the 1990`s Persian Gulf War, the 1997`s Asia Financial Crisis, and the 2001`s 911 terrorist attack.en_US
dc.format.extent 298595 bytes-
dc.format.mimetype application/pdf-
dc.language.iso en_US-
dc.relation (關聯) International Journal of Theoretical and Applied Finance,12(2,)113-124en_US
dc.subject (關鍵詞) Markov-switching ARCH; SWARCH; volatility; Brent crude oilen_US
dc.title (題名) REGIME-SWITCHED VOLATILITY OF BRENT CRUDE OIL FUTURES WITH MARKOV-SWITCHING ARCH MODELen_US
dc.type (資料類型) articleen