Model-free Feature Screening and FDR Control with Knockoff Features

19 August 2019

Papers citing "Model-free Feature Screening and FDR Control with Knockoff Features"

9 / 9 papers shown

Title
Differentially Private Sliced Inverse Regression: Minimax Optimality and Algorithm Xintao Xia Linjun Zhang Zhanrui Cai 55 0 0 16 Jan 2024
User-Friendly Covariance Estimation for Heavy-Tailed Distributions Y. Ke Stanislav Minsker Zhao Ren Qiang Sun Wen-Xin Zhou 37 57 0 05 Nov 2018
Controlling the false discovery rate via knockoffs Rina Foygel Barber Emmanuel J. Candès 221 750 0 22 Apr 2014
Partial Distance Correlation with Methods for Dissimilarities G. Székely Maria L. Rizzo 175 308 0 10 Oct 2013
Quantile-adaptive model-free variable screening for high-dimensional heterogeneous data Xuming He Lan Wang H. Hong 94 242 0 08 Apr 2013
Nonparametric Independence Screening in Sparse Ultra-High Dimensional Additive Models Jianqing Fan Yang Feng Rui Song 111 576 0 14 Dec 2009
Covariance regularization by thresholding Peter J. Bickel Elizaveta Levina 202 1,272 0 20 Jan 2009
Regularized estimation of large covariance matrices Peter J. Bickel Elizaveta Levina 375 1,385 0 13 Mar 2008
High-dimensional variable selection Larry Wasserman Kathryn Roeder 580 582 0 09 Apr 2007