Fast sampling with Gaussian scale-mixture priors in high-dimensional regression

Anirban Bhattacharya, Antik Chakraborty, Bani K. Mallick

We propose an efficient way to sample from a class of structured multivariate Gaussian distributions which routinely arise as conditional posteriors of model parameters that are as…