An elementary taew proof for the asymptotic normality of simple linear rank statistics is presented which is based on partial integration. Extensions into various directions are possible. Here we consider, as a generalization, weakly dependent processes and improve previous results. (see the definition in section 2) for continuous distributions AMS-classifications. 62 G 30, 62 E 20