Table II.
Test case | Dim. of param. space | Total iter. per chain | Burn-in iter. | # of chains to find true posterior (out of 10) | Converged iter. after thinninga | # of minima found thus far |
---|---|---|---|---|---|---|
1 | 3 | 4,005 | 455 | 10 | 1,420 | 1 (true) |
2 | 3 | 3,005 | 480 | 10 | 1,010 | 1 (true) |
3 | 3 | 3,020 | 919 | 10 | 840 | 1 (true) |
4 | 8 | 4,025 | 1,600 | 10 | 970 | 1 (true) |
5 | 24 | 25,000 | 13,841 | 8 | 3,570 | 2 (inc. true) |
6 | 36 | 105,000 | 56,400 | 6 | 11,664 | 4 (inc. true) |
We used a thinning interval of 25 iterations.