A method is described for estimating inaccessible state variables of processes the parameters of which are a priori unknown. The estimation procedure that is presented serves also to identify the parameters of the process. The estimation and identification procedure are based on least-squares multivariate regression analysis, and requires a priori knowledge, or assumed knowledge of the differential equations order of the process.