An Ensemble Bayesian Filter for State Estimation

Data assimilation and parameter estimation problems arise when simulators, such as climate or weather simulators are available. Simulators require an initial state of variables and parameters. Variables can evolve, and parameters by definition do not change. The system model also involves models of...