Abstract
Under some regularity assumptions we show that, if a finite-dimensional filter in discrete time exists, then the observation, prediction, and filtering distributions are all of exponential class. Our results, motivated by analogous results in the field of statistics, hold for arbitrary (finite) dimensions of the state and observation spaces as well as of the filter itself.
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