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20182023
most citedEnsemble Kalman filter based Sequential Monte Carlo Sampler for sequential Bayesian inference

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stat.AP2023

Parameter estimation from aggregate observations: A Wasserstein distance based sequential Monte Carlo sampler

Chen Cheng, Linjie Wen, Jinglai Li

In this work we study systems consisting of a group of moving particles. In such systems, often some important parameters are unknown and have to be estimated from observed data. S…