Exponential inequalities and functional estimations for weak dependent   datas ; applications to dynamical systems
  We estimate density and regression functions for weak dependant datas. Using an exponential inequality obtained by Dedecker and Prieur and in a previous article of the author, we control the deviation between the estimator and the function itself. These results are applied to a large class of dynamical systems and lead to estimations of invariant densities and on the mapping itself. 
V\'eronique Maume-Deschamps (IMB)