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20152023
most citedScalable Bayesian Variable Selection Using Nonlocal Prior Densities in Ultrahigh-Dimensional Settings

27 citations · 36 across the 10 of their papers we have counts for

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Showing 2016Show all

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stat.ME2016

Functional Horseshoe Priors for Subspace Shrinkage

Minsuk Shin, Anirban Bhattacharya, Valen E. Johnson

We introduce a new shrinkage prior on function spaces, called the functional horseshoe prior (fHS), that encourages shrinkage towards parametric classes of functions. Unlike other…