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Generation Of Time Series Models With Given Spectral Properties

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Author Info
Georgi N. Boshnakov
Bisher M. Iqelan
Abstract

We give a method for generation of periodically correlated and multivariate ARIMA models whose dynamic characteristics are partially or fully specified in terms of spectral poles and zeroes or their equivalents in the form of eigenvalues/eigenvectors of associated model matrices. Our method is based on the spectral decomposition of multi-companion matrices and their factorization into products of companion matrices. Generated models are needed in simulation but may also be used in estimation, e.g. to set sensible initial values of parameters for nonlinear optimization. Copyright 2009 The Authors. Journal compilation 2009 Blackwell Publishing Ltd

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File URL: http://www.blackwell-synergy.com/doi/abs/10.1111/j.1467-9892.2009.00617.x
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Article provided by Blackwell Publishing in its journal Journal of Time Series Analysis.

Volume (Year): 30 (2009)
Issue (Month): 3 (05)
Pages: 349-368
Download reference. The following formats are available: HTML (with abstract), plain text (with abstract), BibTeX, RIS (EndNote, RefMan, ProCite), ReDIF
Handle: RePEc:bla:jtsera:v:30:y:2009:i:3:p:349-368

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This page was last updated on 2009-10-26.


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