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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Bibliographic Details
Main Authors: Schmon, S, Deligiannidis, G, Doucet, A, Pitt, M
Format: Journal article
Language:English
Published: Oxford University Press 2020

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