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. Author manuscript; available in PMC: 2010 Mar 19.
Published in final edited form as: IEEE Trans Biomed Eng. 2008 Oct 7;56(3):552–564. doi: 10.1109/TBME.2008.2006033

Table II.

Summary of MCMC Convergence Statistics Is Shown for Six Truth Model Test Cases

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.