  In this paper, we study the behavior of a kernel estimator of the regression
function in the right censored model with $\alpha$-mixing data . The uniform
strong consistency over a real compact set of the estimate is established along
with a rate of convergence. Some simulations are carried out to illustrate the
behavior of the estimate with different examples for finite sample sizes.
