ABSTRACT

This paper justifies the use of sequential methods for non-sequential problems that arise in the analysis of multistate processes.

In a variety of applications, the observed dynamical system switches between different modes. Thus, the observed process is non-stationary, but it consists of homogeneous segments separated by mode switch times, or change-points. Each mode corresponds to a particular distribution, however, the change-points and the modes are usually unknown.