# Gibbs Sampler

Let be a finite set of ``sites'' and be a finite set of ``common states.'' Consider a distribution on the space

*configurations*.'' Then the Gibbs sampler runs as follows:

- Suppose that at time .
- Pick a site , and generate from the conditional distribution .
- Set .

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