The Inverse Gamma-Gamma Prior for Optimal Posterior Contraction and Multiple Hypothesis Testing

Ray Bai, Malay Ghosh

We study the well-known problem of estimating a sparse $n$-dimensional unknown mean vector $\theta =({\theta }_1,...,{\theta }_n)$ with entries corrupted by Gaussian white noise. In the Bayesian fram…