Metropolis-Hastings Procedure

1) Select optional beginning value for which.

2) At time t sample candidate, points to or suggests that from , the proposal distribution.

3) The approval probability is computed by:


4) Produce

5) If, the suggestion is accepted and put, else refuse the suggestion and put

6) Repeat steps 2 - 5.