739 citations · 1.8k across the 34 of their papers we have counts for
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stat.ME2019
Stabilizing Variable Selection and Regression
Niklas Pfister, Evan G. Williams, Jonas Peters +2
We consider regression in which one predicts a response with a set of predictors across different experiments or environments. This is a common setup in many data-driven sc…
stat.ME2019
Goodness-of-fit testing in high-dimensional generalized linear models
Jana Janková, Rajen D. Shah, Peter Bühlmann +1
We propose a family of tests to assess the goodness-of-fit of a high-dimensional generalized linear model. Our framework is flexible and may be used to construct an omnibus test or…