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文章基本信息

  • 标题:The Analysis of Nonstationary Time Series Using Regression, Correlation and Cointegration
  • 作者:Søren Johansen
  • 期刊名称:Contemporary Economics
  • 印刷版ISSN:2084-0845
  • 出版年度:2012
  • 卷号:6
  • 期号:2
  • 页码:40-57
  • 语种:English
  • 出版社:VIZJA Press & IT
  • 其他摘要:There are simple well-known conditions for the validity of regression and correlation as statistical tools. We analyse by examples the effect of nonstationarity on inference using these methods and compare them to model based inference using the cointegrated vector autoregressive model. Finally we analyse some monthly data from US on interest rates as an illustration of the methods. (original abstract)
  • 关键词:Correlation; Regression analysis; Cointegration; Korelacja; Analiza regresji; Kointegracja
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