Sub-optimality of some continuous shrinkage priors

Anirban Bhattacharya, David B. Dunson, Debdeep Pati +1

Two-component mixture priors provide a traditional way to induce sparsity in high-dimensional Bayes models. However, several aspects of such a prior, including computational comple…