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文章基本信息

  • 标题:Robust Shift Detection in Time-Varying Autoregressive Processes
  • 本地全文:下载
  • 作者:Roland FRIED
  • 期刊名称:Austrian Journal of Statistics
  • 出版年度:2008
  • 卷号:37
  • 期号:01
  • 页码:41-41
  • 出版社:Austrian Statistical Society
  • 摘要:Tests for shift detection in locally-stationary autoregressive time series are constructed which resist contamination by a substantial amount of outliers. Tests based on a comparison of local medians standardized by a highly robust estimate of the variability show reliable performance in a broad variety of situations if the thresholds are adjusted for possible autocorrelations.
  • 关键词:Jumps, Outliers, Test Resistance, Time Series.
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