575 citations · 929 across the 52 of their papers we have counts for
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math.ST2020★ 2 cited
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…
math.ST2020
Is distribution-free inference possible for binary regression?
Rina Foygel Barber
For a regression problem with a binary label response, we examine the problem of constructing confidence intervals for the label probability conditional on the features. In a setti…
math.ST2020
Local continuity of log-concave projection, with applications to estimation under model misspecification
Rina Foygel Barber, Richard J. Samworth
The log-concave projection is an operator that maps a d-dimensional distribution P to an approximating log-concave density. Prior work by D{ü}mbgen et al. (2011) establishes that,…