P-values for high-dimensional regression

13 November 2008

Papers citing "P-values for high-dimensional regression"

28 / 28 papers shown

Title
Treatment Effect Estimation with Observational Network Data using Machine Learning Corinne Emmenegger Meta-Lina Spohn Timon Elmer Peter Buhlmann CML 60 3 1 20 Jan 2025
Combining exchangeable p-values Matteo Gasparin Ruodu Wang Aaditya Ramdas 45 5 0 04 Apr 2024
TSCI: two stage curvature identification for causal inference with invalid instruments Dave Carl Corinne Emmenegger Peter Buhlmann Zijian Guo CML 18 1 0 02 Apr 2023
Uncertainty quantification for sparse Fourier recovery F. Hoppe Felix Krahmer C. M. Verdun Marion I. Menzel Holger Rauhut 27 7 0 30 Dec 2022
Finite- and Large- Sample Inference for Model and Coefficients in High-dimensional Linear Regression with Repro Samples P. Wang Min-ge Xie Linjun Zhang 40 5 0 19 Sep 2022
Testing Stationarity and Change Point Detection in Reinforcement Learning Mengbing Li C. Shi Zhanghua Wu Piotr Fryzlewicz OffRL 37 9 0 03 Mar 2022
An Overview of Healthcare Data Analytics With Applications to the COVID-19 Pandemic Z. Fei Y. Ryeznik O. Sverdlov C. Tan Weng Kee Wong 21 20 0 25 Nov 2021
Tight Concentrations and Confidence Sequences from the Regret of Universal Portfolio Francesco Orabona Kwang-Sung Jun 47 38 0 27 Oct 2021
Significance tests of feature relevance for a black-box learner Ben Dai Xiaotong Shen Wei Pan 15 25 0 02 Mar 2021
Foundations of Bayesian Learning from Synthetic Data H. Wilde Jack Jewson Sebastian J. Vollmer Chris Holmes 17 15 0 16 Nov 2020
Statistical significance in high-dimensional linear mixed models Lina Lin Mathias Drton Ali Shojaie 26 5 0 16 Dec 2019
Method of Contraction-Expansion (MOCE) for Simultaneous Inference in Linear Models Fei-Yue Wang Ling Zhou Lu Tang P. Song 20 4 0 04 Aug 2019
High-Dimensional Econometrics and Regularized GMM A. Belloni Victor Chernozhukov Denis Chetverikov Christian B. Hansen Kengo Kato 26 67 0 05 Jun 2018
In Defense of the Indefensible: A Very Naive Approach to High-Dimensional Inference Sen Zhao Daniela Witten Ali Shojaie 39 57 0 16 May 2017
Marginal false discovery rates for penalized regression models P. Breheny 22 28 0 19 Jul 2016
MAGIC: a general, powerful and tractable method for selective inference Xiaoying Tian Nan Bi Jonathan E. Taylor 20 22 0 09 Jul 2016
Simultaneous Inference for High-dimensional Linear Models Xianyang Zhang Guang Cheng 11 133 0 03 Mar 2016
A sequential rejection testing method for high-dimensional regression with correlated variables Jacopo Mandozzi Peter Buhlmann 42 10 0 11 Feb 2015
Asymptotics of selective inference Xiaoying Tian Jonathan E. Taylor 29 68 0 15 Jan 2015
High Dimensional Expectation-Maximization Algorithm: Statistical Optimization and Asymptotic Normality Zhaoran Wang Quanquan Gu Y. Ning Han Liu 30 53 0 30 Dec 2014
A General Framework for Robust Testing and Confidence Regions in High-Dimensional Quantile Regression Tianqi Zhao Mladen Kolar Han Liu 33 43 0 30 Dec 2014
The Benefit of Group Sparsity in Group Inference with De-biased Scaled Group Lasso Ritwik Mitra Cun-Hui Zhang 39 46 0 13 Dec 2014
Confidence intervals for high-dimensional inverse covariance estimation Jana Janková Sara van de Geer 66 185 0 26 Mar 2014
On asymptotically optimal confidence regions and tests for high-dimensional models Sara van de Geer Peter Buhlmann Yaácov Ritov Ruben Dezeure 46 1,128 0 03 Mar 2013
A significance test for the lasso R. Lockhart Jonathan E. Taylor R. Tibshirani Robert Tibshirani 61 656 0 30 Jan 2013
Statistical significance in high-dimensional linear models Peter Buhlmann 88 228 0 07 Feb 2012
High-dimensional generalized linear models and the lasso Sara van de Geer 189 750 0 04 Apr 2008
Two simple sufficient conditions for FDR control Gilles Blanchard Étienne Roquain 104 121 0 11 Feb 2008