Structure change with transition matrix

We continue to consider

together with

but

for the first group of period of time

for the second group of period of time

.

.

.

for the ns-th group of period of time.

Here, we keep parameter A and Q unchanged.

We consider bigger matrix P consisting of all P’s.

Its dimension is (dim x ns) x dim. We pick every dim rows from this bigger P.