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单位根检验中的Wald统计量研究 被引量:11

Research on Wald Statistics for Unit Root Test
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摘要 本文研究了不同情形下单位根的Wald检验。首先从理论上推导了各种Wald检验统计量的极限分布;然后,运用蒙特卡罗试验,模拟了有限样本容量常用检验水平下的临界值,拟合了临界值关于样本容量的响应面函数,给出了检验统计量的分位数表,并总结了用于单位根检验的Wald统计量有限样本容量下的统计特性。 We analyse the properties of the Wald test statistics for unit root test in different situations in this paper. We verify the limit distribution of the test statistics, and simulate the critical values of the test statistics in finite sample size via Monte Carlo simulations, where the significant level is in common used. Furthermore, the author fits the response surface function of critical value about the sample size. On the basis of the response surface functions, the empirical critical values at different percentages in different sample sizes are tabled. Finally we summarize the Wald statistical properties in finite sample size.
出处 《数量经济技术经济研究》 CSSCI 北大核心 2009年第7期146-158,共13页 Journal of Quantitative & Technological Economics
关键词 单位根 Wald统计量 蒙特卡罗模拟 响应面函数 Unit Root Wald Statistics Monte Carlo Simulation Response Surface Function
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参考文献14

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二级参考文献13

  • 1David A. Dickey and W. A. Fuller (1981), Likelihood Ratio Statistics for Autoregressive Time Seties With a Unit Root, Econometirca, 49, 1057-1072. 被引量:1
  • 2David A. Dickey and W. A. Fuller (1979), Distribution of the Estimators for Autoregressive Time Series With a Unit Root, Journal of the American Statistical Association, 74, 427-431. 被引量:1
  • 3Elliott, G. , Rothenberg, T.J. and Stock, J.H. (1996), Efficient Tests for an Autotegressive Unit Root, Econometica, 64, 813-836. 被引量:1
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  • 5Hamilton, J.D. (1994), Time Series Analysis, Princeton University Press. 被引量:1
  • 6Mackioon, J.G. (1991), Critical Values f ot Cointegration Tests, in Long-run Economic Relationships. Reading.sin Cointegration, eds. R. F. Engle and C. W. Granger, Oxford: Oxford University Press,267-276. 被引量:1
  • 7P. C. B. Phillips (1987), Time Series Regression With A Unit Root, Econometica, 55, 277-301. 被引量:1
  • 8W. A. Fuller (1976), Introduction to Statistical Time Series, New York: Wiley, 373. 被引量:1
  • 9Campbell,John Y.,and Pierre Perron:Pitfalls and Opportunities:What Macroeconomists Should Know About Unit Roots,Technical Working Paper 100,NBER Working Paper Series.April 1991. 被引量:1
  • 10David A.Dickey and W.A.Fuller:Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root,Econometirca[J].49,1981,1057-1072. 被引量:1

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引证文献11

二级引证文献23

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