Ensemble Kalman filter based Sequential Monte Carlo Sampler for sequential Bayesian inference

Jiangqi Wu, Linjie Wen, Peter L Green +2

Many real-world problems require one to estimate parameters of interest, in a Bayesian framework, from data that are collected sequentially in time. Conventional methods for sampli…