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RECOGNIZING OVERDIFFERENCED TIME SERIES

 

作者: Ming Chun Chang,   David A. Dickey,  

 

期刊: Journal of Time Series Analysis  (WILEY Available online 1994)
卷期: Volume 15, issue 1  

页码: 1-18

 

ISSN:0143-9782

 

年代: 1994

 

DOI:10.1111/j.1467-9892.1994.tb00173.x

 

出版商: Blackwell Publishing Ltd

 

关键词: Cointegration;inverse autocorrelation;unit roots

 

数据来源: WILEY

 

摘要:

Abstract.Differencing is often used to render a time series stationary. The decision of how much differencing to do is usually based on plots of data, the autocorrelation function or a statistical test. Hence, it may happen that an analyst mistakenly differences a stationary series. When that happens, the inverse autocorrelation function takes on a specific pattern. We characterize this pattern and discuss the behavior of sample estimates of the inverse autocorrelation function for such overdifferenced series.

 

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