Variance prior forms for high-dimensional Bayesian variable selection

Gemma E. Moran, Veronika Rockova, Edward I. George

Consider the problem of high dimensional variable selection for the Gaussian linear model when the unknown error variance is also of interest. In this paper, we show that the use o…