Power analysis of knockoff filters for correlated designs

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Power analysis of knockoff filters for correlated designs

28 October 2019

Philippe Rigollet

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Papers citing "Power analysis of knockoff filters for correlated designs"

14 / 14 papers shown

Title
Task-Agnostic Machine Learning-Assisted Inference J. Miao Qiongshi Lu 76 4 0 30 May 2024
Stability of a Generalized Debiased Lasso with Applications to Resampling-Based Variable Selection Jingbo Liu 73 0 0 05 May 2024
Near-optimal multiple testing in Bayesian linear models with finite-sample FDR control Taejoon Ahn Licong Lin Song Mei 106 3 0 04 Nov 2022
Searching for subgroup-specific associations while controlling the false discovery rate M. Sesia Tianshu Sun 85 0 0 17 May 2022
Whiteout: when do fixed-X knockoffs fail? Xiao Li William Fithian 64 9 0 30 Jun 2021
Searching for consistent associations with a multi-environment knockoff filter Shuangning Li Matteo Sesia Yaniv Romano Emmanuel Candès C. Sabatti 69 13 0 08 Jun 2021
A Power Analysis of the Conditional Randomization Test and Knockoffs Wenshuo Wang Lucas Janson 50 10 0 05 Oct 2020
On the power of conditional independence testing under model-X Eugene Katsevich Aaditya Ramdas CML 108 11 0 12 May 2020
Deep Knockoffs Yaniv Romano Matteo Sesia Emmanuel J. Candès BDL 86 143 0 16 Nov 2018
RANK: Large-Scale Inference with Graphical Nonlinear Knockoffs Yingying Fan Emre Demirkaya Gaorong Li Jinchi Lv 101 72 0 31 Aug 2017
Controlling the false discovery rate via knockoffs Rina Foygel Barber Emmanuel J. Candès 268 752 0 22 Apr 2014
On asymptotically optimal confidence regions and tests for high-dimensional models Sara van de Geer Peter Buhlmann Yaácov Ritov Ruben Dezeure 265 1,132 0 03 Mar 2013
Hypothesis Testing in High-Dimensional Regression under the Gaussian Random Design Model: Asymptotic Theory Adel Javanmard Andrea Montanari 223 161 0 17 Jan 2013
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 579 2,529 0 07 Jan 2008