Trace class Markov chains for the Normal-Gamma Bayesian shrinkage model

Liyuan Zhang, Kshitij Khare

High-dimensional data, where the number of variables exceeds or is comparable to the sample size, is now pervasive in many scientific applications. In recent years, Bayesian shrink…