Abstract
The result of this work addresses the consistency of recursive kernel estimates of the regression and density functions. We provide almost sure convergence under weak dependence using exponential inequality adapted to this context of dependence. Rates of convergence are derived also.
Acknowledgments
We are very grateful to the Associate Editor and to the referees for their valuable comments and suggestions.