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Polynomial spline confidence bands for time series trend

Authors :
Shao, Q.
Yang, L.
Source :
Journal of Statistical Planning & Inference. Jul2012, Vol. 142 Issue 7, p1678-1689. 12p.
Publication Year :
2012

Abstract

Abstract: The paper considers the construction of a confidence band for the trend function of a stationary time series. An explicit formula is derived based on polynomial splines and . The performance of the confidence band is illustrated by simulation studies. The proposed method is applied to the analysis of the annual yields of wheat in the United States. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
03783758
Volume :
142
Issue :
7
Database :
Academic Search Index
Journal :
Journal of Statistical Planning & Inference
Publication Type :
Academic Journal
Accession number :
73804502
Full Text :
https://doi.org/10.1016/j.jspi.2012.02.028