Large sample asymptotics of the pseudo-marginal method

The pseudo-marginal algorithm is a variant of the Metropolis--Hastings algorithm which samples asymptotically from a probability distribution when it is only possible to estimate unbiasedly an unnormalized version of its density. Practically, one has to trade-off the computational resources used to...

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Detalles Bibliográficos
Main Authors: Schmon, S, Deligiannidis, G, Doucet, A, Pitt, M
Formato: Journal article
Idioma:English
Publicado: Oxford University Press 2020