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...
Main Authors: | , , , |
---|---|
Format: | Journal article |
Language: | English |
Published: |
Oxford University Press
2020
|