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  • 标题:Improving SSA predictions by inverse distance weighting
  • 本地全文:下载
  • 作者:Richard O. Awichi ; Werner G. Müller.
  • 期刊名称:RevStat : Statistical Journal
  • 印刷版ISSN:1645-6726
  • 出版年度:2013
  • 卷号:11
  • 期号:1
  • 页码:105-119
  • 出版社:Instituto Nacional de Estatística
  • 摘要:This paper proposes a method of utilizing spatial information to improve predictionsin one dimensional time series analysis using singular spectrum analysis (SSA). It em-ploys inverse distance weighting for spatial averaging and subsequently multivariatesingular spectrum analysis (MSSA) for enhanced forecasts. The technique is exempli-fied on a data set for rainfall recordings from Upper Austria
  • 关键词:singular spectrum analysis; inverse distance weighting; spatio-temporal predictions
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