Maximum entropy for periodically correlated processes from nonconsecutive autocovariance coefficients

.  We consider the maximum entropy extension of a partially specified autocovariance sequence of a periodically correlated process. The sequence may be specified on a non‐contiguous set. We give a method which solves the problem completely – it gives the positive definite solution when it exists and...

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Veröffentlicht in:Journal of time series analysis 2009-09, Vol.30 (5), p.467-486
Hauptverfasser: Boshnakov, Georgi N., Lambert-Lacroix, Sophie
Format: Artikel
Sprache:eng
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Zusammenfassung:.  We consider the maximum entropy extension of a partially specified autocovariance sequence of a periodically correlated process. The sequence may be specified on a non‐contiguous set. We give a method which solves the problem completely – it gives the positive definite solution when it exists and reports that it does not exist otherwise. The method is numerically reliable even when the solution is ‘almost’ semidefinite. It also works when only positive semidefinite extension(s) exist.
ISSN:0143-9782
1467-9892
DOI:10.1111/j.1467-9892.2009.00619.x