Local likelihood factors in a hidden spin field
= Local likelihood factors in a hidden spin field
When an observation mean depends on the neighboring spins, changing a spin affects observations centered at its neighbors. Its own observation need not involve that spin. Selecting precisely the affected factors gives a correct local <full conditional distribution> without recomputing the entire posterior.