This paper is written by authors from the technical and economic fields who are motivated to find a common language and views on the problem of the optimal use of information in model estimation. The center of their interest is the natural condition of control – a common assumption in Bayesian...

Lately, several approaches to state estimation and parameter change detection based on the utilization of a finite number of process models appeared. The paper compares these methods in a unified Bayesian framework.