Clues in the error process-A second round diagnostic procedure for transfer function modelling

Clues in the error process-A second round diagnostic procedure for transfer function modelling

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Article ID: iaor19901164
Country: Belgium
Volume: 30
Start Page Number: 33
End Page Number: 51
Publication Date: May 1990
Journal: Belgian Journal of Operations Research, Statistics and Computer Science
Authors:
Keywords: transfer function
Abstract:

The cross correlations of the residual and the prewhitened input series are used to test for the correct transfer function model specification. An identification diagnostic procedure is developed that will distinguish between spikes in the cross correlations of the residual and the prewhitened input series that arise from inadequacies in the noise model from those that arise due to problems in the specification of the input model. The proposed procedure simplifies the second-round iterations of transfer-function model building.

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