37 citations · 39 across the 3 of their papers we have counts for
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stat.ME2011★ 2 cited
Grouped Variable Selection via Nested Spike and Slab Priors
Tso-Jung Yen, Yu-Min Yen
In this paper we study grouped variable selection problems by proposing a specified prior, called the nested spike and slab prior, to model collective behavior of regression coeffi…
stat.ME2010★ 37 cited
A majorization-minimization approach to variable selection using spike and slab priors
Tso-Jung Yen
We develop a method to carry out MAP estimation for a class of Bayesian regression models in which coefficients are assigned with Gaussian-based spike and slab priors. The objectiv…