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Le cam theory on the comparison of statistical models (1605.03301v1)

Published 11 May 2016 in math.ST, math.PR, and stat.TH

Abstract: We recall the main concepts of the Le Cam theory of statistical experiments , especially the notion of Le Cam distance and its properties. We also review classical tools for bounding such a distance before presenting some examples. A proof of the classical equivalence result between density estimation problems and Gaussian white noise models will be analyzed.

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