Posterior Concentration Properties of a General Class of Shrinkage Priors around Nearly Black Vectors

Prasenjit Ghosh, Arijit Chakrabarti

Suppose we have data generated according to a multivariate normal distribution with a fixed unknown mean vector that is sparse in the sense of being nearly black. Optimality of Bay…