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題名 Disentangling the Source of Non-stationarity in a Panel of Seasonal Data
作者 徐士勛
Hsu, Shih-Hsun
貢獻者 經濟系
關鍵詞 common factor; consumer price index; pooled test; purchasing power parity; seasonal non-stationarity; seasonal panels; seasonal unit roots
日期 2019-12
上傳時間 26-May-2020 15:08:27 (UTC+8)
摘要 In dealing with a panel of seasonal data with cross-section dependence, this paper establishes a common factor model to investigate whether the seasonal and non-seasonal non-stationarity in a series is pervasive, or specific, or both. Without knowing a priori whether the data are seasonal stationary or not, we propose a procedure for consistently estimating the model; thus, the seasonal non-stationarity of common factors and idiosyncratic errors can be separately detected accordingly. We evaluate the methodology in a series of Monte Carlo simulations and apply it to test for non-stationarity and to disentangle their sources in panels of worldwide real exchange rates and of consumer price indexes for 37 advanced economies.
關聯 Studies in Nonlinear Dynamics & Econometrics, pp.1-19
資料類型 article
DOI https://doi.org/10.1515/snde-2018-0075
dc.contributor 經濟系
dc.creator (作者) 徐士勛
dc.creator (作者) Hsu, Shih-Hsun
dc.date (日期) 2019-12
dc.date.accessioned 26-May-2020 15:08:27 (UTC+8)-
dc.date.available 26-May-2020 15:08:27 (UTC+8)-
dc.date.issued (上傳時間) 26-May-2020 15:08:27 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/129953-
dc.description.abstract (摘要) In dealing with a panel of seasonal data with cross-section dependence, this paper establishes a common factor model to investigate whether the seasonal and non-seasonal non-stationarity in a series is pervasive, or specific, or both. Without knowing a priori whether the data are seasonal stationary or not, we propose a procedure for consistently estimating the model; thus, the seasonal non-stationarity of common factors and idiosyncratic errors can be separately detected accordingly. We evaluate the methodology in a series of Monte Carlo simulations and apply it to test for non-stationarity and to disentangle their sources in panels of worldwide real exchange rates and of consumer price indexes for 37 advanced economies.
dc.format.extent 173971 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) Studies in Nonlinear Dynamics & Econometrics, pp.1-19
dc.subject (關鍵詞) common factor; consumer price index; pooled test; purchasing power parity; seasonal non-stationarity; seasonal panels; seasonal unit roots
dc.title (題名) Disentangling the Source of Non-stationarity in a Panel of Seasonal Data
dc.type (資料類型) article
dc.identifier.doi (DOI) 10.1515/snde-2018-0075
dc.doi.uri (DOI) https://doi.org/10.1515/snde-2018-0075