Gärtner-Ellis condition for squared asymptotically stationary Gaussian processes - Archive ouverte HAL
Article Dans Une Revue Modern Stochastics: Theory and Applications Année : 2015

Gärtner-Ellis condition for squared asymptotically stationary Gaussian processes

Résumé

We establish the Gärtner–Ellis condition for the square of an asymptotically stationary Gaussian process. The same limit holds for the conditional distribution given any fixed initial point, which entails weak multiplicative ergodicity. The limit is shown to be the Laplace transform of a convolution of gamma distributions with Poisson compound of exponentials. A proof based on the Wiener–Hopf factorization induces a probabilistic interpretation of the limit in terms of a regression problem.
Fichier principal
Vignette du fichier
MED0.pdf (198.12 Ko) Télécharger le fichier
Origine Fichiers produits par l'(les) auteur(s)

Dates et versions

hal-01116720 , version 1 (14-02-2015)

Licence

Identifiants

Citer

Marina Kleptsyna, Alain Le Breton, Bernard Ycart. Gärtner-Ellis condition for squared asymptotically stationary Gaussian processes. Modern Stochastics: Theory and Applications, 2015, 2 (3), pp.267-286. ⟨10.15559/15-VMSTA38CNF⟩. ⟨hal-01116720⟩
809 Consultations
96 Téléchargements

Altmetric

Partager

More