291 citations · 590 across the 17 of their papers we have counts for
3 papers · 1 filter
Gene Hunting with Knockoffs for Hidden Markov Models
Matteo Sesia, Chiara Sabatti, Emmanuel J. Candès
Modern scientific studies often require the identification of a subset of relevant explanatory variables, in the attempt to understand an interesting phenomenon. Several statistica…
Multilayer Knockoff Filter: Controlled variable selection at multiple resolutions
Eugene Katsevich, Chiara Sabatti
We tackle the problem of selecting from among a large number of variables those that are 'important' for an outcome. We consider situations where groups of variables are also of in…
Testing hypotheses on a tree: new error rates and controlling strategies
Marina Bogomolov, Christine B. Peterson, Yoav Benjamini +1
We introduce a multiple testing procedure (TreeBH) which addresses the challenge of controlling error rates at multiple levels of resolution. Conceptually, we frame this problem as…