Limit theorems for sequential MCMC methods

Both sequential Monte Carlo (SMC) methods (a.k.a. ‘particle filters’) and sequential Markov chain Monte Carlo (sequential MCMC) methods constitute classes of algorithms which can be used to approximate expectations with respect to (a sequence of) probability distributions and their normalising const...

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Príomhchruthaitheoirí: Finke, A, Doucet, A, Johansen, AM
Formáid: Journal article
Teanga:English
Foilsithe / Cruthaithe: Cambridge University Press 2020