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Semiparametric Bernstein-von Mises theorems from Stein's method

Rosa, Paul
arXiv (All) · Papers
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statistics-theory
We introduce a novel proof strategy for semiparametric Bernstein-von Mises theorems based on Stein's method combined with an information-geometric framework. Rather than controlling the effect of the prior on the asymptotic marginal posterior distribution of the functional of interest through the st
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