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題名 期貨價格的跳躍溢出與Bayesian MCMC方法的應用
其他題名 Jump Spillover in Futures Prices--- The Bayesian MCMC Approach
作者 杜化宇
貢獻者 國立政治大學財務管理學系
行政院國家科學委員會
關鍵詞 貝斯因子;跳躍擴散模型;MCMC;溢出效果;隨機波動
Bayesian factor; jump-diffusion model; MCMC; spillover; stochastic volatility
日期 2010
上傳時間 22-Oct-2012 11:10:58 (UTC+8)
摘要 在本研究中,我們使用跳躍擴散(jump-diffusion)模型來探討三類的期貨價格(能源、金屬及外幣)的跳躍溢出效果。首先,我們使用貝斯因子(Bayes factor)的方法來選擇最符合數據資料的跳躍擴散模型。其次,我們使用貝斯MCMC方法來估計跳躍擴散模型的參數。除了瞭解期貨價格的同步跳躍外,我們也探討期貨價格跳躍的溢出效果。假若期貨價格的跳躍溢出效果存在,這意含Jarrow and Rosenfeld(1984)提出的jump diversifiability hypothesis是不成立的。
In this study, we investigate jump spillover effects in futures prices. In order to identify the latent historical jumps of each futures price, we use a Bayesian MCMC approach to estimate a jump-diffusion model on each futures contract. We examine the simultaneous jump intensities of pairs of futures and the probabilities that jumps in one futures cause jumps or usually large returns in other ones. We attempt to examine three groups of futures contracts: energy, metals and currencies. The presence of jump spillovers may provide a new evidence against the validity of “jump diversifiability hypothesis” proposed by Jarrow and Rosenfeld (1984).
關聯 應用研究
學術補助
研究期間:9908~ 10007
研究經費:509仟元
資料類型 report
dc.contributor 國立政治大學財務管理學系en_US
dc.contributor 行政院國家科學委員會en_US
dc.creator (作者) 杜化宇zh_TW
dc.date (日期) 2010en_US
dc.date.accessioned 22-Oct-2012 11:10:58 (UTC+8)-
dc.date.available 22-Oct-2012 11:10:58 (UTC+8)-
dc.date.issued (上傳時間) 22-Oct-2012 11:10:58 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/53821-
dc.description.abstract (摘要) 在本研究中,我們使用跳躍擴散(jump-diffusion)模型來探討三類的期貨價格(能源、金屬及外幣)的跳躍溢出效果。首先,我們使用貝斯因子(Bayes factor)的方法來選擇最符合數據資料的跳躍擴散模型。其次,我們使用貝斯MCMC方法來估計跳躍擴散模型的參數。除了瞭解期貨價格的同步跳躍外,我們也探討期貨價格跳躍的溢出效果。假若期貨價格的跳躍溢出效果存在,這意含Jarrow and Rosenfeld(1984)提出的jump diversifiability hypothesis是不成立的。en_US
dc.description.abstract (摘要) In this study, we investigate jump spillover effects in futures prices. In order to identify the latent historical jumps of each futures price, we use a Bayesian MCMC approach to estimate a jump-diffusion model on each futures contract. We examine the simultaneous jump intensities of pairs of futures and the probabilities that jumps in one futures cause jumps or usually large returns in other ones. We attempt to examine three groups of futures contracts: energy, metals and currencies. The presence of jump spillovers may provide a new evidence against the validity of “jump diversifiability hypothesis” proposed by Jarrow and Rosenfeld (1984).en_US
dc.language.iso en_US-
dc.relation (關聯) 應用研究en_US
dc.relation (關聯) 學術補助en_US
dc.relation (關聯) 研究期間:9908~ 10007en_US
dc.relation (關聯) 研究經費:509仟元en_US
dc.subject (關鍵詞) 貝斯因子;跳躍擴散模型;MCMC;溢出效果;隨機波動en_US
dc.subject (關鍵詞) Bayesian factor; jump-diffusion model; MCMC; spillover; stochastic volatilityen_US
dc.title (題名) 期貨價格的跳躍溢出與Bayesian MCMC方法的應用zh_TW
dc.title.alternative (其他題名) Jump Spillover in Futures Prices--- The Bayesian MCMC Approachen_US
dc.type (資料類型) reporten