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Detailed view Article in peer-reviewed journal
Statistics and Probability Letters 25, 3 (1995) 201-212
Nonparametric estimation of the chaotic function and the invariant measure of a dynamical system
D. Bosq1, Dominique Guegan2

Let (Xt), Image be Image valued stochastic process defined by a discrete time dynamical system as Xt = phi(Xt−1, T = 1,2,..., where phi is some nonlinear function preserving a probability measure say μ, we estimate phi and the density -f of μ without using special condition on the analytical form of phi, with nonparametric methods and some convergence rates are given.
1:  LSTA - Laboratoire de Statistique Théorique et Appliquée
2:  CREST - Centre de Recherche en Économie et Statistique
Nonparametric estimation – chaotic function – invariant measure of a dynamical system