Convergence rates for inverse Toeplitz matrix forms
Given a p-dimensional spectral density [phi]([omega])>=cI>0, [for all][omega][set membership, variant][0,2[pi]] such that [phi]r([omega]) [set membership, variant] Lip* ([alpha]), with covariance block-Toeplitz matrix [Gamma]n of dimension np - np, we show that b=(r+[alpha])/(1+r+[alpha]), [omega]k=2[pi]k/n, (k=l,...,n). This result has applications in extimation of time series and in system identification. We comment how to use this result to derive frequency domain expressions for moltivariate autoregressive spectral density estimates as the order and the number of observations tend to infinity.
Year of publication: |
1989
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Authors: | Hannan, E. J. ; Wahlberg, B. |
Published in: |
Journal of Multivariate Analysis. - Elsevier, ISSN 0047-259X. - Vol. 31.1989, 1, p. 127-135
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Publisher: |
Elsevier |
Keywords: | multivariate time series autoregressive modelling Toeplitz forms parameter estimation spectral density estimation |
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