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  • 标题:Pseudo-Maximum Likelihood Estimation of ARCH(∞) Models
  • 本地全文:下载
  • 作者:Peter M Robinson ; Paolo Zaffaroni
  • 期刊名称:Japanese Studies Programme Papers
  • 出版年度:2005
  • 出版社:Suntory Toyota International Centres for Economics and Related Disciplines
  • 摘要:Strong consistency and asymptotic normality of the Gaussian pseudo-maximum likelihood estimate of the parameters in a wide class of ARCH(1) processes are established. We require the ARCH weights to decay at least hyperbolically, with a faster rate needed for the central limit theorem than for the law of large numbers. Various rates are illustrated in examples of particular parameteriza- tions in which our conditions are shown to be satis…ed
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