Statistics/Probability Theory
On the stability and causality of general time-dependent bilinear models
[Sur la stabilité et la causalité des modèles bilinéaires généraux à coefficients dépendant du temps]
Comptes Rendus. Mathématique, Tome 338 (2004) no. 3, pp. 245-248.

Dans cette Note, nous donnons des conditions suffisantes d'existence et d'unicité de solution causale et stable pour la classe générale de modèles bilinéaires à coefficients dépendant du temps.

In this Note, sufficient conditions are given for the existence of a causal stable solution for general bilinear time series with time-dependent coefficients.

Reçu le :
Accepté le :
Publié le :
DOI : 10.1016/j.crma.2003.11.017
Bibi, Abdelouahab 1

1 Département de mathématiques, laboratoire de mathématiques appliquées et modélisation, Université Mentouri, Constantine, Algeria
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Bibi, Abdelouahab. On the stability and causality of general time-dependent bilinear models. Comptes Rendus. Mathématique, Tome 338 (2004) no. 3, pp. 245-248. doi : 10.1016/j.crma.2003.11.017. http://archive.numdam.org/articles/10.1016/j.crma.2003.11.017/

[1] Bibi, A.; Oyet, A. A note on the properties of some time-varying bilinear models, Statist. Probab. Lett., Volume 58 (2002), pp. 399-411

[2] Bibi, A. On the covariance structure of the time-varying bilinear models, Stochastic Anal. Appl., Volume 21 (2003) no. 1, pp. 25-60

[3] Dahlhaus, R. On the Kullback–Leibler information divergence of locally stationary processes, Stochastic Proc. Appl., Volume 62 (1996), pp. 139-168

[4] Guégan, D. Different representations for bilinear models, J. Time Series Anal., Volume 8 (1987) no. 4, pp. 389-408

[5] Miller, K.S. Linear Difference Equations, Benjamin, New York, 1968

[6] Subba Rao, T. The bispectral analysis of non linear stationary time series with reference to bilinear time series models (Brillinger, D.R.; Krishnaiah, P.R., eds.), Handbook of Statistics, vol. 3, 1983, pp. 293-319

[7] Subba Rao, T. Statistical analysis of nonlinear and nongaussian time series models (Csiszar, I.; Michaeltzky, G., eds.), Stochastic Differential and Difference Equations, Birkhäuser Boston, 1997, pp. 285-298

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