Nonparametric Independence Screening in Sparse Ultra-High Dimensional Additive Models

14 December 2009

Papers citing "Nonparametric Independence Screening in Sparse Ultra-High Dimensional Additive Models"

24 / 24 papers shown

Title
Ridge partial correlation screening for ultrahigh-dimensional data Run Wang An Nguyen Somak Dutta Vivekananda Roy 52 0 0 27 Apr 2025
Grouped feature screening for ultrahigh-dimensional classification via Gini distance correlation Yongli Sang Xin Dang 14 6 0 17 Apr 2023
Discrete-time Competing-Risks Regression with or without Penalization T. Meir M. Gorfine 27 4 0 02 Mar 2023
Nonparametric augmented probability weighting with sparsity Xin He Xiaojun Mao Zhonglei Wang 23 0 0 28 Sep 2022
A Splicing Approach to Best Subset of Groups Selection Yanhang Zhang Junxian Zhu Jin Zhu Xueqin Wang 18 18 0 23 Apr 2021
Model-free Feature Screening and FDR Control with Knockoff Features Wanjun Liu Y. Ke Jingyuan Liu Runze Li 24 56 0 19 Aug 2019
Sparse Representation Classification via Screening for Graphs Cencheng Shen Li-Wei Chen Yuexiao Dong Carey Priebe 15 0 0 04 Jun 2019
Efficient kernel-based variable selection with sparsistency Xin He Junhui Wang Shaogao Lv 32 7 0 26 Feb 2018
A sure independence screening procedure for ultra-high dimensional partially linear additive models Mohammad Kazemi D. Shahsavani M. Arashi 32 7 0 29 Aug 2017
Estimation and Inference on Nonlinear and Heterogeneous Effects Marc Ratkovic D. Tingley 12 11 0 16 Mar 2017
High-dimensional Ordinary Least-squares Projection for Screening Variables Xiangyu Wang Chenlei Leng 32 125 0 05 Jun 2015
Local independence feature screening for nonparametric and semiparametric models by marginal empirical likelihood Jinyuan Chang C. Tang Yichao Wu FAtt 51 43 0 25 Feb 2015
Sparse Representation Classification Beyond L1 Minimization and the Subspace Assumption Cencheng Shen Li-Wei Chen Yuexiao Dong Carey E. Priebe BDL 29 9 0 04 Feb 2015
Sure Screening for Gaussian Graphical Models S. Luo R. Song Daniela Witten 29 22 0 29 Jul 2014
Feature Augmentation via Nonparametrics and Selection (FANS) in High Dimensional Classification Jianqing Fan Yang Feng Jiancheng Jiang X. Tong 63 42 0 31 Dec 2013
Impacts of high dimensionality in finite samples Jinchi Lv 36 20 0 12 Nov 2013
Global Sensitivity Analysis with Dependence Measures Sébastien Da Veiga 65 160 0 11 Nov 2013
Challenges of Big Data Analysis Jianqing Fan Fang Han Han Liu 74 1,278 0 07 Aug 2013
Quantile-adaptive model-free variable screening for high-dimensional heterogeneous data Xuming He Lan Wang H. Hong 58 241 0 08 Apr 2013
Conditional Sure Independence Screening Emre Barut Jianqing Fan A. Verhasselt CML 70 121 0 05 Jun 2012
Local Linear Regression on Manifolds and its Geometric Interpretation Ming-Yen Cheng Hau‐Tieng Wu 39 87 0 01 Jan 2012
Focused information criterion and model averaging for generalized additive partial linear models Xinyu Zhang Hua Liang 57 155 0 08 Mar 2011
Robust rank correlation based screening Gaorong Li Heng Peng Jun Zhang Lixing Zhu 86 322 0 20 Dec 2010
High-dimensional additive modeling L. Meier Sara van de Geer Peter Buhlmann 195 481 0 25 Jun 2008