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stat.ME2016
Bayesian Regression Using a Prior on the Model Fit: The R2-D2 Shrinkage Prior
Yan Dora Zhang, Brian P. Naughton, Howard D. Bondell +1
Prior distributions for high-dimensional linear regression require specifying a joint distribution for the unobserved regression coefficients, which is inherently difficult. We ins…
stat.ME2016★ 2 cited
Variable selection via penalized credible regions with Dirichlet-Laplace global-local shrinkage priors
Yan Zhang, Howard D. Bondell
The method of Bayesian variable selection via penalized credible regions separates model fitting and variable selection. The idea is to search for the sparsest solution within the…