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We begin by introducing the main ideas of the paper under discussion. Wediscuss some interesting issues regarding adaptive component-wise credibleintervals. We then briefly touch upon the concepts of self-similarity andexcessive bias restriction. This is then followed by some comments on theextensive simulation study carried out in the paper.

Contributed Discussion to Uncertainty Quantification for the Horseshoe by St\'ephanie van der Pas, Botond Szab\'o and Aad van der Vaart