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Higher Order Risk Comparisons of Oracle Calibrated Global Local Priors

Han, Dongu
arXiv (All) · Papers
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methodology
First-order minimaxity offers limited guidance for choosing among global-local shrinkage priors, since different local-tail distributions can yield the same leading risk. Comparisons at a common global scale may also be misleading, as the scale interacts with the shape of the local prior. We study t
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