575 citations · 929 across the 52 of their papers we have counts for
Showing 2016 · stat.MEShow all
3 papers · 2 filters
stat.ME2016★ 36 cited
Selective Inference for Group-Sparse Linear Models
Fan Yang, Rina Foygel Barber, Prateek Jain +1
We develop tools for selective inference in the setting of group sparsity, including the construction of confidence intervals and p-values for testing selected groups of variables.…
stat.ME2016★ 27 cited
Multiple testing with the structure adaptive Benjamini-Hochberg algorithm
Ang Li, Rina Foygel Barber
In multiple testing problems, where a large number of hypotheses are tested simultaneously, false discovery rate (FDR) control can be achieved with the well-known Benjamini-Hochber…
stat.ME2016
A knockoff filter for high-dimensional selective inference
Rina Foygel Barber, Emmanuel J. Candes
This paper develops a framework for testing for associations in a possibly high-dimensional linear model where the number of features/variables may far exceed the number of observa…