High-dimensional Data Bootstrap

19 May 2022

Papers citing "High-dimensional Data Bootstrap"

47 / 47 papers shown

Title
Statistical Inference in Reinforcement Learning: A Selective Survey Chengchun Shi OffRL 242 2 0 22 Feb 2025
Central limit theorems for high dimensional dependent data Jinyuan Chang Xiaohui Chen Mingcong Wu 59 31 0 27 Apr 2021
Gaussian approximation and spatially dependent wild bootstrap for high-dimensional spatial data Daisuke Kurisu Kengo Kato Xiaofeng Shao 115 12 0 19 Mar 2021
Nearly optimal central limit theorem and bootstrap approximations in high dimensions Victor Chernozhukov Denis Chetverikov Yuta Koike 75 43 0 17 Dec 2020
$High-dimensional CLT for Sums of Non-degenerate Random Vectors: $n^{-1/2}$-rate$ High-dimensional CLT for Sums of Non-degenerate Random Vectors: $n^{-1/2}$ -rate Arun K. Kuchibhotla Alessandro Rinaldo 56 19 0 28 Sep 2020
Inference for high-dimensional exchangeable arrays Harold D. Chiang Kengo Kato Yuya Sasaki 79 12 0 10 Sep 2020
Large-dimensional Central Limit Theorem with Fourth-moment Error Bounds on Convex Sets and Balls Xiao Fang Yuta Koike 70 10 0 01 Sep 2020
Stratified incomplete local simplex tests for curvature of nonparametric multiple regression Yanglei Song Xiaohui Chen Kengo Kato 41 2 0 20 Mar 2020
High-dimensional Central Limit Theorems by Stein's Method Xiao Fang Yuta Koike 67 42 0 29 Jan 2020
Improved Central Limit Theorem and bootstrap approximations in high dimensions Victor Chernozhukov Denis Chetverikov Kengo Kato Yuta Koike 85 74 0 22 Dec 2019
Notes on the dimension dependence in high-dimensional central limit theorems for hyperrectangles Yuta Koike 55 40 0 01 Nov 2019
Goodness-of-fit testing in high-dimensional generalized linear models Jana Janková Rajen Dinesh Shah Peter Buhlmann R. Samworth 63 32 0 09 Aug 2019
Approximating high-dimensional infinite-order $U$ -statistics: statistical and computational guarantees Yanglei Song Xiaohui Chen Kengo Kato 70 27 0 04 Jan 2019
Valid Simultaneous Inference in High-Dimensional Settings (with the hdm package for R) Philipp Bach Victor Chernozhukov Martin Spindler 38 8 0 13 Sep 2018
The CLT in high dimensions: quantitative bounds via martingale embedding Ronen Eldan Dan Mikulincer Alex Zhai 57 38 0 24 Jun 2018
Mixed-normal limit theorems for multiple Skorohod integrals in high-dimensions, with application to realized covariance Yuta Koike 44 5 0 13 Jun 2018
High-Dimensional Econometrics and Regularized GMM A. Belloni Victor Chernozhukov Denis Chetverikov Christian B. Hansen Kengo Kato 68 67 0 05 Jun 2018
Randomized incomplete $U$ -statistics in high dimensions Xiaohui Chen Kengo Kato 46 42 0 03 Dec 2017
Detailed proof of Nazarov's inequality Victor Chernozhukov Denis Chetverikov Kengo Kato 51 49 0 29 Nov 2017
Jackknife multiplier bootstrap: finite sample approximations to the $U$ -process supremum with applications Xiaohui Chen Kengo Kato 67 40 0 09 Aug 2017
A Bootstrap Method for Error Estimation in Randomized Matrix Multiplication Miles E. Lopes Shusen Wang Michael W. Mahoney 39 15 0 06 Aug 2017
Bootstrapping and Sample Splitting For High-Dimensional, Assumption-Free Inference Alessandro Rinaldo Larry A. Wasserman M. G'Sell Jing Lei 67 94 0 16 Nov 2016
Gaussian and bootstrap approximations for high-dimensional U-statistics and their applications Xiaohui Chen 80 57 0 30 Sep 2016
High-Dimensional Metrics in R Victor Chernozhukov C. Hansen Martin Spindler 71 16 0 05 Mar 2016
Simultaneous Inference for High-dimensional Linear Models Xianyang Zhang Guang Cheng 58 134 0 03 Mar 2016
Uniformly Valid Post-Regularization Confidence Regions for Many Functional Parameters in Z-Estimation Framework A. Belloni Victor Chernozhukov Denis Chetverikov Ying Wei 72 75 0 23 Dec 2015
Gaussian Approximation for High Dimensional Time Series Danna Zhang Wei Biao Wu 85 132 0 27 Aug 2015
Are Discoveries Spurious? Distributions of Maximum Spurious Correlations and Their Applications Jianqing Fan Q. Shao Wen-Xin Zhou 97 38 0 14 Feb 2015
Empirical and multiplier bootstraps for suprema of empirical processes of increasing complexity, and related Gaussian couplings Victor Chernozhukov Denis Chetverikov Kengo Kato 95 74 0 02 Feb 2015
A General Theory of Hypothesis Tests and Confidence Regions for Sparse High Dimensional Models Y. Ning Han Liu 175 305 0 30 Dec 2014
Central Limit Theorems and Bootstrap in High Dimensions Victor Chernozhukov Denis Chetverikov Kengo Kato 79 313 0 11 Dec 2014
Nonparametric modal regression Yen-Chi Chen Christopher R. Genovese Robert Tibshirani Larry A. Wasserman 106 112 0 04 Dec 2014
Asymptotic theory for density ridges Yen-Chi Chen Christopher R. Genovese Larry A. Wasserman 65 84 0 22 Jun 2014
Simulation-Based Hypothesis Testing of High Dimensional Means Under Covariance Heterogeneity Jinyuan Chang Chaowen Zheng Wen-Xin Zhou Wen Zhou 93 67 0 08 Jun 2014
Inference on causal and structural parameters using many moment inequalities Victor Chernozhukov Denis Chetverikov Kengo Kato 103 118 0 30 Dec 2013
Confidence Intervals and Hypothesis Testing for High-Dimensional Regression Adel Javanmard Andrea Montanari 255 768 0 13 Jun 2013
Valid post-selection inference R. Berk L. Brown A. Buja Kai Zhang Linda H. Zhao 265 586 0 05 Jun 2013
Supplementary Appendix for "Inference on Treatment Effects After Selection Amongst High-Dimensional Controls" A. Belloni Victor Chernozhukov Christian B. Hansen 273 1,407 0 27 May 2013
Uniform Post Selection Inference for LAD Regression and Other Z-estimation problems A. Belloni Victor Chernozhukov Kengo Kato 107 148 0 01 Apr 2013
Anti-concentration and honest, adaptive confidence bands Victor Chernozhukov Denis Chetverikov Kengo Kato 189 174 0 28 Mar 2013
On asymptotically optimal confidence regions and tests for high-dimensional models Sara van de Geer Peter Buhlmann Yaácov Ritov Ruben Dezeure 222 1,131 0 03 Mar 2013
Comparison and anti-concentration bounds for maxima of Gaussian random vectors Victor Chernozhukov Denis Chetverikov Kengo Kato 148 224 0 21 Jan 2013
Gaussian approximations and multiplier bootstrap for maxima of sums of high-dimensional random vectors Victor Chernozhukov Denis Chetverikov Kengo Kato 166 507 0 31 Dec 2012
Gaussian approximation of suprema of empirical processes Victor Chernozhukov Denis Chetverikov Kengo Kato 187 298 0 31 Dec 2012
Testing Regression Monotonicity in Econometric Models Denis Chetverikov 111 53 0 30 Dec 2012
Intersection Bounds: Estimation and Inference Victor Chernozhukov S. Lee A. Rosen 227 446 0 20 Jul 2009
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 544 2,531 0 07 Jan 2008