We consider the problem of monitoring for existence serial dependence in real-valued and continuously distributed processes. These can exist when a process goes out-of-control. Besides, as many control charts are designed under assumption independent identically observations, validity this needs to be checked. In literature, majority studies handled by using specific case autoregressive moving-...