季节单位根检验和结构多重突变估计——对中国入境旅游(1990.1~2014.12)的实证分析
Seasonal Unit Root Test and Multiple Structural Breaks Estimate—An Empirical Study of China’s Inbound Tourists (1990.1-2014.12)
摘要: 对中国入境旅游月度数据做季节单位根检验,HEGY检验结果表明,该时间序列不含季节性单位根,但含有长期单位根。此外,最小LM单位根检验结果显示该月度序列是带双突变的平稳序列。最后,使用Bai和Perron方法确定3个突变点,由此该时间序列构成4个不同趋势的发展阶段,并对各阶段的趋势改变的原因用社会、经济的外部事件做了合理的解释。
Abstract: Using seasonal unit root tests on monthly data of China’s inbound tourists, the results of HEGY test show that no seasonal unit roots but one long-term unit root exist in the time series. Furthermore, the evidence of stationarity with two breaks is found in this monthly data by the minimum LM unit root test. Finally, three beaks are determined by using the Bai & Perron’s method, and the time se-ries exhibits four phases of different trends, for which a reasonable explanation of the so-cio-economic events is provided that might have contributed the shifting trends.
文章引用:陈志宗. 季节单位根检验和结构多重突变估计——对中国入境旅游(1990.1~2014.12)的实证分析[J]. 管理科学与工程, 2018, 7(4): 250-258. https://doi.org/10.12677/MSE.2018.74029

参考文献

[1] Dickey, D.A. and Fuller, W.A. (1979) Distribution of the Estimators for Autoregressive Time Series with a Unit Root. Journal of the American Statistical Association, 74, 427-431.
[2] Dickey, D., Hasza, D. and Fuller, W. (1984) Testing for Unit Roots in Seasonal Time Series. Journal of American Statistical Association, 79, 355-367.
[Google Scholar] [CrossRef
[3] Hylleberg, S., et al. (1990) Seasonal Integration and Cointegration. Journal of Econometrics, 44, 215-238.
[Google Scholar] [CrossRef
[4] Beaulieu, J. and Miron, J. (1993) Seasonal Unit Roots in Aggregate U.S. Data. Journal of Econometrics, 54, 305-328.
[Google Scholar] [CrossRef
[5] Zivot, E. and Andrews, D.W.K. (1992) Further Evidence on the Great Crash, the Oil Price Shock and the Unit Root Hypothesis. Journal of Business and Economic Statistics, 10, 251-270.
[6] Perron, P. (1989) The Great Crash, the Oil Price Shock and the Unit Root Hypothesis. Econometrica, 57, 1361-1401.
[Google Scholar] [CrossRef
[7] Lumsdaine, R.L. and Papell, D.H. (1997) Multiple trend Breaks and the Unit Root Hy-pothesis. Review of Economics and Statistics, 79, 212-218.
[Google Scholar] [CrossRef
[8] Lee, J. and Strazicich, M. (2003) Minimum Lagrange Multiplier Unit Root Tests with Two Structural Breaks. Review of Economics and Statistics, 81, 1082-1089.
[Google Scholar] [CrossRef
[9] Bai, J. and Perron, P. (2003) Computation and Analysis of Multiple Structural Change Models. Journal of Applied Econometrics, 18, 1-22.
[Google Scholar] [CrossRef
[10] 中华人民共和国统计局. 中国旅游统计年签[M]. 北京: 中国统计出版社, 1991-2015.
[11] 林德荣, 张军洲. 旅游时间序列的季节性特征研究——以城市入境旅游为例[J]. 旅游学刊, 2015, 30(1): 63-71.
[12] 严丽玉, 黄荣坦. 中国出口月度数据的季节性单位根检验[J]. 厦门理工学院学报, 2006, 14(1): 51-54.
[13] 翁钢民, 郑竹叶, 刘洋. 我国入境旅游预测: 基于ARFMA模型的研究[J]. 商业研究, 2009, 386(6): 1-4.