62 citations · 153 across the 19 of their papers we have counts for
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stat.ME2011★ 62 cited
Posterior consistency in linear models under shrinkage priors
Artin Armagan, David B. Dunson, Jaeyong Lee +2
We investigate the asymptotic behavior of posterior distributions of regression coefficients in high-dimensional linear models as the number of dimensions grows with the number of…
stat.ME2011★ 5 cited
Generalized double Pareto shrinkage
Artin Armagan, David Dunson, Jaeyong Lee
We propose a generalized double Pareto prior for Bayesian shrinkage estimation and inferences in linear models. The prior can be obtained via a scale mixture of Laplace or normal d…