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Properties of the parametrization of monic ARMA systems. (English) Zbl 0674.93059

Summary: Some properties of the parametrization of (multi-input, multi-output) monic ARMA systems with prescribed column degrees are considered. In particular we give a minimal cover for the set of transfer functions corresponding to all ARMA systems in terms of this parametrization, we investigate the relation between the Kronecker indices and the prescribed column degrees and we investigate the boundary of a certain parameter space and of the corresponding set of transfer functions.

MSC:

93E03 Stochastic systems in control theory (general)
62M10 Time series, auto-correlation, regression, etc. in statistics (GARCH)
93E12 Identification in stochastic control theory
Full Text: DOI

References:

[1] Barnett, S., Matrices in Control Theory, ((1971), Van Nostrand Reinhold: Van Nostrand Reinhold London) · Zbl 0667.93065
[2] Deistler, M., The properties of the parametrization of ARMAX systems and their relevance for structural estimation, Econometrica, 51, 1187-1207 (1983) · Zbl 0517.62090
[3] Deistler, M., General structure and parametrization of ARMA and state space systems and its relation to statistical problems, (Hannan, E. J.; Krishnaiah, P. R.; Rao, M. M., Handbook of Statistics, Vol. 5 (1985), North-Holland: North-Holland Amsterdam), 257-277
[4] Deistler, M.; Dunsmuir, W.; Hannan, E. J., Vector linear time series models; corrections and extensions, Adv. Appl. Probab., 10, 360-372 (1978) · Zbl 0385.62072
[5] Deistler, M.; Hannan, E. J., Some properties of the parametrization of ARMA systems with unknown order, J. Multivariate Anal., 11, 474-484 (1981) · Zbl 0483.62077
[6] Gevers, M., ARMA models, their Kronecker indices and their McMillan degree, Int. J. Control, 43, 1745-1761 (1986) · Zbl 0591.93059
[7] Gevers, M.; Wertz, V., Techniques for the selection of identifiable parametrizations for multivariable linear systems, (Leondes, C. T., Control and Dynamic Systems, Vol. XXIV (1987), Academic Press: Academic Press Orlando, FL), 35-86 · Zbl 0655.93070
[8] Guidorzi, R., Invariants and canonical forms for systems of structural and parametric identification, Automatica, 17, 117-133 (1981) · Zbl 0451.93027
[9] Hannan, E. J., The identification problem for multiple equation systems with moving average errors, Econometrica, 39, 751-756 (1971) · Zbl 0241.62049
[10] Hannan, E. J.; Deistler, M., The Statistical Theory of Linear Systems, ((1988), Wiley: Wiley New York) · Zbl 0483.62077
[11] Hannan, E. J.; Kavalieris, L., Multivariate linear time series models, Adv. Appl. Probab., 16, 492-561 (1984) · Zbl 0547.62059
[12] Hazewinkel, M.; Kalman, R. E., On invariance canonical forms and moduli for linear constant finite dimensional dynamic systems, (Lecture Notes Econ.-Math. System Theory, Vol. 131 (1976), Springer: Springer Berlin), 48-60 · Zbl 0339.93007
[13] Janssen, P., General results on the McMillan degree and the Kronecker indices of ARMA- and MFD-models, Int. J. Control (1987)
[14] Kailath, T., Linear Systems, ((1980), Prentice-Hall: Prentice-Hall Englewood Cliffs, NJ) · Zbl 0181.45704
[15] Kalman, R. E., Algebraic geometric description of the class of linear systems of constant dimension, (8th Annual Princeton Conference on Information Sciences and Systems. 8th Annual Princeton Conference on Information Sciences and Systems, Princeton, NJ (1974)) · Zbl 0145.34301
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