Structure change with transition matrix

We continue to consider

for

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

together with different theta’s across groups.

We set bigger matrix Ps(tms in the program) and thetas by:

where each P is dim x dim and each is dim x 1. We pick every dim of them.