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math.ST2017
Robust Bayes-Like Estimation: Rho-Bayes estimation
Yannick Baraud, Lucien Birgé
We consider the problem of estimating the joint distribution of independent random variables within the Bayes paradigm from a non-asymptotic point of view. Assuming that $P…
math.ST2017
Une alternative robuste au maximum de vraisemblance: la -estimation
Yannick Baraud, Lucien Birgé
This paper is based on our personal notes for the short course we gave on January 5, 2017 at Institut Henri Poincaré, after an invitation of the SFdS. Our purpose is to give an ove…