Biometrika Advance Access originally published online on March 28, 2009
Biometrika 2009 96(2):494-496; doi:10.1093/biomet/asp009
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Dimension reduction in time series and the dynamic factor model
Departamento de Estadística, Universidad Carlos III de Madrid, c/Madrid 126, 28903 Getafe, Spain daniel.pena{at}uc3m.es
Received for publication 1 September 2008.
Revision received 1 October 2008.
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This note shows that the dimension reduction method proposed by Li & Shedden (2002) is equivalent to the dynamic factor model introduced by Peña & Box (1987).
Key Words: Common factor Covariance matrix Dynamic principal component Reduced rank