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題名 Building the three-Group Causal Pathin the VAR Model
作者 吳柏林
Wu,Berlin
貢獻者 應數系
關鍵詞 Vector autoregressive process (VAR) ; Granger causality ; Three-group causal path ; Impulse response analysis
日期 2011.05
上傳時間 11-Nov-2013 11:42:42 (UTC+8)
摘要 To exhibit the leading/lagging relationship among groups in a VAR process, we construct a three-group causal path (an extended Granger causality) as well as an identi cation procedure for the pathway which includes the independent, the intermediate and the dependent groups. In addition, we impose the unidirectional restriction on the pathway. Consequently, our method can organize more detailed and practical causal structure in a dynamic system than the conventional methods. The property concerning the impulse response function is derived when the three-group causality occurs in the VAR model. Finally, we show that these techniques can be easily implemented in the U.S. economic model consisting of the stock return, the inflation rate and the industrial production growth rate.
關聯 International Journal of Innovative Computing, Information and Control, 7(5) , 2563-2577
資料類型 article
dc.contributor 應數系en_US
dc.creator (作者) 吳柏林zh_TW
dc.creator (作者) Wu,Berlinen_US
dc.date (日期) 2011.05en_US
dc.date.accessioned 11-Nov-2013 11:42:42 (UTC+8)-
dc.date.available 11-Nov-2013 11:42:42 (UTC+8)-
dc.date.issued (上傳時間) 11-Nov-2013 11:42:42 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/61567-
dc.description.abstract (摘要) To exhibit the leading/lagging relationship among groups in a VAR process, we construct a three-group causal path (an extended Granger causality) as well as an identi cation procedure for the pathway which includes the independent, the intermediate and the dependent groups. In addition, we impose the unidirectional restriction on the pathway. Consequently, our method can organize more detailed and practical causal structure in a dynamic system than the conventional methods. The property concerning the impulse response function is derived when the three-group causality occurs in the VAR model. Finally, we show that these techniques can be easily implemented in the U.S. economic model consisting of the stock return, the inflation rate and the industrial production growth rate.en_US
dc.format.extent 376896 bytes-
dc.format.mimetype application/pdf-
dc.language.iso en_US-
dc.relation (關聯) International Journal of Innovative Computing, Information and Control, 7(5) , 2563-2577en_US
dc.subject (關鍵詞) Vector autoregressive process (VAR) ; Granger causality ; Three-group causal path ; Impulse response analysisen_US
dc.title (題名) Building the three-Group Causal Pathin the VAR Modelen_US
dc.type (資料類型) articleen