ABSTRACT

We conclude that Y1, ••. , Y11 are conditionally independent given the state variables s1' ... ) s,, so that the dependence structure of { yl} is inherited from that of the state-process { S1}. The sequence of state-variables { S1} is often referred to as the hidden or latent generating process associated with the observed process.