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Some remarks on the individuals-score distance and its applications to statistical inference.

Antonio MiñarroJosep M. Oller — 1992

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This paper is concerned with the study of some properties of the distance between statistical individuals based on representations on the dual tangent space of a parametric manifold representation of a statistical model. Explicit expressions for distances are obtained for well-known families of distributions. We have also considered applications of the distance to parameter estimation, testing statistical hypotheses and discriminant analysis.

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