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Comparing data assimilation and likelihood-based inference on latent state estimation in agent-based models

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In this article, we present the first systematic comparison of data assimilation (DA) and likelihood-based inference (LBI) in the context of an agent-based model (ABM). These models generate observable time series driven by evolving, partially latent microstat... ...