In this article we improve a goodness-of-fit test, of the Kolmogorov-Smirnov type, for equally distributed- but not stationary-strongly dependent data. The test is based on asymptotic behavior empirical process, which much more complex than in classical case. Applications to simulated data and discussion obtained results are provided. This is, best our knowledge, first result providing general ...