Interacting sequential Monte Carlo samplers for trans-dimensional simulation

The methodology of interacting sequential Monte Carlo (SMC) samplers is introduced. SMC samplers are methods for sampling from a sequence of densities on a common measurable space using a combination of Markov chain Monte Carlo (MCMC) and sequential importance sampling/resampling (SIR) methodology....

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Bibliografiska uppgifter
Huvudupphovsmän: Jasra, A, Doucet, A, Stephens, D, Holmes, C
Materialtyp: Journal article
Språk:English
Publicerad: 2008