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20102022
most citedBayesian variable selection regression for genome-wide association studies and other large-scale problems

340 citations · 1k across the 21 of their papers we have counts for

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stat.ME2022★ 7 cited

A flexible empirical Bayes approach to multiple linear regression and connections with penalized regression

Youngseok Kim, Wei Wang, Peter Carbonetto +1

We introduce a new empirical Bayes approach for large-scale multiple linear regression. Our approach combines two key ideas: (i) the use of flexible "adaptive shrinkage" priors, wh…