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math.ST2023★ 5 cited
Empirical Bayes inference in sparse high-dimensional generalized linear models
Yiqi Tang, Ryan Martin
High-dimensional linear models have been widely studied, but the developments in high-dimensional generalized linear models, or GLMs, have been slower. In this paper, we propose an…
math.ST2019★ 7 cited
Empirical priors for prediction in sparse high-dimensional linear regression
Ryan Martin, Yiqi Tang
In this paper we adopt the familiar sparse, high-dimensional linear regression model and focus on the important but often overlooked task of prediction. In particular, we consider…