Multiplicative ergodicity of Laplace transforms for additive functional of Markov chains
Résumé
We study properties of the Laplace transforms of non-negative additive func-tionals of Markov chains. We are namely interested in a multiplicative ergodicity property used in [16] to study bifurcating processes with ancestral dependence. We develop a general approach based on the use of the operator perturbation method. We apply our general results to two examples of Markov chains, including a linear autoregressive model. In these two examples the operator-type assumptions reduce to some expected finite moment conditions on the functional (no exponential moment conditions are assumed in this work).
Domaines
Probabilités [math.PR]
Origine : Fichiers produits par l'(les) auteur(s)