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...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Finke, A, Doucet, A, Johansen, AM
Формат: Journal article
Хэл сонгох:English
Хэвлэсэн: Cambridge University Press 2020