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  • 标题:Non-stationary time series, linear interpolators and outliers
  • 作者:Roberto Baragona
  • 期刊名称:Statistica
  • 印刷版ISSN:1973-2201
  • 出版年度:1998
  • 卷号:58
  • 期号:3
  • DOI:10.6092/issn.1973-2201/1089
  • 语种:English
  • 出版社:Dep. of Statistical Sciences "Paolo Fortunati", Università di Bologna
  • 摘要:We define the linear interpolator for a class of discrete-parameter real valued non-stationary time series. We assume that a linear time-invariant filter exists so that the filtered time series is second-order stationary. Methods for estimating the time-invariant weights of the linear interpolator are examined and consistent estimates are derived. The usefulness of the linear interpolator for missing values estimation and multiple outliers detection is discussed.
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