Efficient Block Sampling Strategies for Sequential Monte Carlo Methods

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Summary

A new methodology is introduced which by-passes the knowledge of integrals which do not admit closed-form expressions and is a natural extension of standard SMC methods.

Type
article
Published
2006-09-01
Cited by
154
References
27

Keywords

Markov chain Monte Carlo, Slice sampling, Computer science, Monte Carlo method, Sampling (signal processing)

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