A quasi-Monte Carlo Metropolis algorithm.
other · Level V
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- Record sourced from PubMed, PMID 15956207.
- Also identified by PMC identifier 1150275.
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Abstract
This work presents a version of the Metropolis-Hastings algorithm using quasi-Monte Carlo inputs. We prove that the method yields consistent estimates in some problems with finite state spaces and completely uniformly distributed inputs. In some numerical examples, the proposed method is much more accurate than ordinary Metropolis-Hastings sampling.
Medical subject headings
- Algorithms
- Monte Carlo Method