[The regression model and the nonlinear autoregressive processes]

In this article we review different regression models with fixed and random effects. We consider the usual methods, parametric and nonparametric, for the estimation in these models. We also see how the estimation in the autoregressive nonlinear model can be deduced of the regression, if the model satisfies some mixing conditions.