For one-step-ahead forecasts from state space models, the particle filter used inside a Bayesian sampler has almost no effect on forecast accuracy, despite large differences in computational efficiency.
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Forecasting observables with particle filters: Any filter will do!
For one-step-ahead forecasts from state space models, the particle filter used inside a Bayesian sampler has almost no effect on forecast accuracy, despite large differences in computational efficiency.