42 citations · 94 across the 13 of their papers we have counts for
Showing 2019 · stat.MEShow all
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stat.ME2019★ 11 cited
Holdout predictive checks for Bayesian model criticism
Gemma E. Moran, David M. Blei, Rajesh Ranganath
Bayesian modeling helps applied researchers articulate assumptions about their data and develop models tailored for specific applications. Thanks to good methods for approximate po…
stat.ME2019★ 42 cited
Spike-and-Slab Group Lassos for Grouped Regression and Sparse Generalized Additive Models
Ray Bai, Gemma E. Moran, Joseph Antonelli +2
We introduce the spike-and-slab group lasso (SSGL) for Bayesian estimation and variable selection in linear regression with grouped variables. We further extend the SSGL to sparse…