Searching for subgroup-specific associations while controlling the false
discovery rate

v1v2 (latest)

Searching for subgroup-specific associations while controlling the false discovery rate

17 May 2022

ArXiv (abs)PDF HTML

Papers citing "Searching for subgroup-specific associations while controlling the false discovery rate"

17 / 17 papers shown

Title
Estimating Individual Treatment Effects using Non-Parametric Regression Models: a Review A. Caron G. Baio I. Manolopoulou CML 85 56 0 14 Sep 2020
On the power of conditional independence testing under model-X Eugene Katsevich Aaditya Ramdas CML 87 11 0 12 May 2020
Estimating heterogeneous treatment effects with right-censored data via causal survival forests Yifan Cui Michael R. Kosorok Erik Sverdrup Stefan Wager Ruoqing Zhu CML 51 73 0 27 Jan 2020
Power analysis of knockoff filters for correlated designs Jingbo Liu Philippe Rigollet 169 16 0 28 Oct 2019
Reluctant Interaction Modeling Guo Yu Jacob Bien Robert Tibshirani 64 21 0 19 Jul 2019
Deep Knockoffs Yaniv Romano Matteo Sesia Emmanuel J. Candès BDL 74 141 0 16 Nov 2018
Knockoffs for the mass: new feature importance statistics with false discovery guarantees Jaime Roquero Gimenez Amirata Ghorbani James Zou CML 72 55 0 17 Jul 2018
Quasi-Oracle Estimation of Heterogeneous Treatment Effects Xinkun Nie Stefan Wager CML 176 655 0 13 Dec 2017
RANK: Large-Scale Inference with Graphical Nonlinear Knockoffs Yingying Fan Emre Demirkaya Gaorong Li Jinchi Lv 93 71 0 31 Aug 2017
Gene Hunting with Knockoffs for Hidden Markov Models Matteo Sesia C. Sabatti Emmanuel J. Candès 57 136 0 14 Jun 2017
Meta-learners for Estimating Heterogeneous Treatment Effects using Machine Learning Sören R. Künzel Jasjeet Sekhon Peter J. Bickel Bin Yu CML 185 930 0 12 Jun 2017
Causal Effect Inference with Deep Latent-Variable Models Christos Louizos Uri Shalit Joris Mooij David Sontag R. Zemel Max Welling CML BDL 225 749 0 24 May 2017
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests Stefan Wager Susan Athey SyDa CML 384 2,496 0 14 Oct 2015
Recursive Partitioning for Heterogeneous Causal Effects Susan Athey Guido Imbens CML 271 1,439 0 05 Apr 2015
Causal inference using invariant prediction: identification and confidence intervals J. Peters Peter Buhlmann N. Meinshausen OOD 124 974 0 06 Jan 2015
Controlling the false discovery rate via knockoffs Rina Foygel Barber Emmanuel J. Candès 251 751 0 22 Apr 2014
A lasso for hierarchical interactions Jacob Bien Jonathan E. Taylor Robert Tibshirani 223 485 0 22 May 2012