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  • 标题:Robust critical values for unit root tests for series with conditional heteroscedasticity errors: An application of the simple NoVaS transformation
  • 作者:Panagiotis Mantalos ; Xibin Zhang ; Reviewing Editor
  • 期刊名称:Cogent Economics & Finance
  • 电子版ISSN:2332-2039
  • 出版年度:2017
  • 卷号:5
  • 期号:1
  • 页码:1274282
  • DOI:10.1080/23322039.2016.1274282
  • 语种:English
  • 出版社:Taylor and Francis Ltd
  • 摘要:Abstract In this paper, we introduce a set of critical values for unit root tests that are robust in the presence of conditional heteroscedasticity errors using the normalizing and variance-stabilizing transformation (NoVaS) and examine their properties using Monte Carlo methods. In terms of the size of the test, our analysis reveals that unit root tests with NoVaS-modified critical values have actual sizes close to the nominal size. For the power of the test, we find that unit root tests with NoVaS-modified critical values either have the same power as, or slightly better than, tests using conventional Dickey–Fuller critical values across the sample range considered.
  • 关键词:critical values ; normalizing and variance-stabilizing transformation ; unit root tests
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