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stat.ME2022★ 2 cited
Catalytic Priors: Using Synthetic Data to Specify Prior Distributions in Bayesian Analysis
Dongming Huang, Feicheng Wang, Donald B. Rubin +1
Catalytic prior distributions provide general, easy-to-use, and interpretable specifications of prior distributions for Bayesian analysis. They are particularly beneficial when the…
stat.ME2019
Relaxing the Assumptions of Knockoffs by Conditioning
Dongming Huang, Lucas Janson
The recent paper Candès et al. (2018) introduced model-X knockoffs, a method for variable selection that provably and non-asymptotically controls the false discovery rate with no r…