A Bayesian Approach to Characterizing Uncertainty in Inverse Problems Using Coarse and Fine-Scale Information.
| Autor: | Higdon, Dave, Lee, Herbert, Zhuoxin Bi |
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| Zdroj: | IEEE Transactions on Signal Processing; Feb2002, Vol. 50 Issue 2, p389, 11p, 2 Charts, 6 Graphs |
| Abstrakt: | Presents methodology for improving the speed and efficiency of a Markov chain Monte Carlo (MCMC) analysis. Use of a coarser scale; Methods for linking the coarse chain back to the original fine-scale chain of interest; Information on the single photon emission computed tomography. |
| Databáze: | Complementary Index |
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