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  • 标题:Seasonality Revisited - Statistical Testing for Almost Periodically Correlated Stochastic Processes
  • 本地全文:下载
  • 作者:Łukasz Lenart ; Mateusz Pipień
  • 期刊名称:Central European Journal of Economic Modelling and Econometrics
  • 印刷版ISSN:2080-0886
  • 电子版ISSN:2080-119X
  • 出版年度:2013
  • 期号:3
  • 页码:85-102
  • 语种:English
  • 出版社:Polska Akademia Nauk
  • 摘要:This article aims at constructing a new method for testing the statistical significance of seasonal fluctuations for non-stationary processes. The constructed test is based on a method of subsampling and on the spectral theory of Almost Periodically Correlated (APC) time series. In the article we consider an equation of a nonstationary process, containing a component which includes seasonal fluctuations and business cycle fluctuations, both described by an almost periodic function. We build subsampling test justifying the significance of frequencies obtained from the Fourier representation of the unconditional expectation of the process. The empirical usefulness of the constructed test is examined for selected macroeconomic data. The article studies survey indicators of economic climate in industry, retail trade and consumption for European countries.
  • 关键词:seasonality;almost periodically correlated stochastic processes, subsampling;business cycle
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