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Relations between Kullback-Leibler distance and Fisher information

X Abstract

The Kullback-Leibler distance between two probability densities that are parametric perturbations of each other is related to the Fisher information. We generalize this relationship to the case when the perturbations may not be small and when the two densities are non-parametric.

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