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  • 标题:TESTING FOR STOCHASTIC MONOTONICITY
  • 作者:Sokbae Lee ; Oliver Linton ; Yoon-Jae Whang
  • 期刊名称:Econometrics Publications
  • 印刷版ISSN:0969-4366
  • 出版年度:2006
  • 出版社:Suntory Toyota International Centre for Economics and Related Disciplines
  • 摘要:We propose a test of the hypothesis of stochastic monotonicity. This hypothesis is of interest in many applications. Our test is based on the supremum of a rescaled U-statistic. We show that its asymptotic distribution is Gumbel. The proof is difficult because the approximating Gaussian stochastic process contains both a stationary and a nonstationary part and so we have to extend existing results that only apply to either one or the other case.
  • 关键词:distribution function ; extreme value theory ; gaussian process ; monotonicity.
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