26 citations · 40 across the 12 of their papers we have counts for
14 papers
Estimating the local false discovery rate under an unknown symmetric null
Daniel Xiang, William Fithian, Nikolaos Ignatiadis +2
This paper is concerned with estimating the local false discovery rate (lfdr) in a two-groups model where the only assumption regarding the null distribution is symmetry about zero…
Posterior consistency of Pólya trees for deconvolution under the linear model
Nakul Shenoy, Asaf Weinstein
Several recent works have addressed the problem of deconvolution under a linear model, where the goal is to estimate a completely unknown from a vector of noisy observations…
Empirical Bayes Variable Selection with Lasso Statistics in the AMP Framework
Lina Hidmi, Asaf Weinstein
The Lasso is one of the most ubiquitous methods for variable selection in high-dimensional linear regression and has been studied extensively under different regimes. In a particul…
On the Minimum Attainable Risk in Permutation Invariant Problems
Asaf Weinstein
We introduce a broad class of permutation invariant problems by extending the standard decision theoretic definition to allow also selective inference tasks, where the target is sp…
A Power Analysis for Model-X Knockoffs with -Regularized Statistics
Asaf Weinstein, Weijie J. Su, Małgorzata Bogdan +2
Variable selection properties of procedures utilizing penalized-likelihood estimates is a central topic in the study of high dimensional linear regression problems. Existing litera…
On Optimal Solutions to Compound Statistical Decision Problems
Asaf Weinstein
In a compound decision problem, consisting of statistically independent copies of the same problem to be solved under the sum of the individual losses, any reasonable compound…