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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Finke, A, Doucet, A, Johansen, AM
التنسيق: Journal article
اللغة:English
منشور في: Cambridge University Press 2020