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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Bibliografski detalji
Glavni autori: Finke, A, Doucet, A, Johansen, AM
Format: Journal article
Jezik:English
Izdano: Cambridge University Press 2020