2022 journal article
Bayesian Regression Using a Prior on the Model Fit: The R2-D2 Shrinkage Prior
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 117(538), 862–874.
Prior distributions for high-dimensional linear regression require specifying a joint distribution for the unobserved regression coefficients, which is inherently difficult. We instead propose a ne...