1 citations · 1 across the 1 of their papers we have counts for
2 papers
stat.AP2015
A general framework for estimation and inference from clusters of features
Stephen Reid, Jonathan Taylor, Robert Tibshirani
Applied statistical problems often come with pre-specified groupings to predictors. It is natural to test for the presence of simultaneous group-wide signal for groups in isolation…
stat.ME2015★ 1 cited
Sparse regression and marginal testing using cluster prototypes
Stephen Reid, Robert Tibshirani
We propose a new approach for sparse regression and marginal testing, for data with correlated features. Our procedure first clusters the features, and then chooses as the cluster…