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Empirical and multiplier bootstraps for suprema of empirical processes of increasing complexity, and related Gaussian couplings

2 February 2015

Papers citing "Empirical and multiplier bootstraps for suprema of empirical processes of increasing complexity, and related Gaussian couplings"

29 / 29 papers shown

Title
High-dimensional Data Bootstrap Victor Chernozhukov Denis Chetverikov Kengo Kato Yuta Koike 87 32 0 19 May 2022
An Online Sequential Test for Qualitative Treatment Effects C. Shi Shuang Luo Hong-Tu Zhu Rui Song 94 3 0 06 Nov 2021
Limit Distribution Theory for the Smooth 1-Wasserstein Distance with Applications Ritwik Sadhu Ziv Goldfeld Kengo Kato 79 9 0 28 Jul 2021
Gaussian approximation and spatially dependent wild bootstrap for high-dimensional spatial data Daisuke Kurisu Kengo Kato Xiaofeng Shao 127 12 0 19 Mar 2021
On Gaussian Approximation for M-Estimator Masaaki Imaizumi Taisuke Otsu 98 3 0 31 Dec 2020
Central Limit Theorem and Near classical Berry-Esseen rate for self normalized sums in high dimensions Debraj Das 92 0 0 07 Dec 2020
Inference for high-dimensional exchangeable arrays Harold D. Chiang Kengo Kato Yuya Sasaki 93 12 0 10 Sep 2020
Bootstrap inference for quantile-based modal regression Tao Zhang Kengo Kato D. Ruppert 36 1 0 01 Jun 2020
Notes on the dimension dependence in high-dimensional central limit theorems for hyperrectangles Yuta Koike 87 40 0 01 Nov 2019
Berry-Esseen bounds for Chernoff-type non-standard asymptotics in isotonic regression Q. Han Kengo Kato 47 6 0 21 Oct 2019
Bootstrapping the Operator Norm in High Dimensions: Error Estimation for Covariance Matrices and Sketching Miles E. Lopes N. Benjamin Erichson Michael W. Mahoney 118 12 0 13 Sep 2019
High-dimensional central limit theorems for homogeneous sums Yuta Koike 72 16 0 11 Feb 2019
A high dimensional Central Limit Theorem for martingales, with applications to context tree models A. Belloni R. Oliveira 68 14 0 08 Sep 2018
Bootstrapping Max Statistics in High Dimensions: Near-Parametric Rates Under Weak Variance Decay and Application to Functional and Multinomial Data Miles E. Lopes Zhenhua Lin Hans-Georg Mueller 125 7 0 12 Jul 2018
Subvector Inference in Partially Identified Models with Many Moment Inequalities A. Belloni Federico A. Bugni Victor Chernozhukov 61 13 0 29 Jun 2018
Mixed-normal limit theorems for multiple Skorohod integrals in high-dimensions, with application to realized covariance Yuta Koike 78 5 0 13 Jun 2018
Large Sample Properties of Partitioning-Based Series Estimators M. D. Cattaneo M. Farrell Yingjie Feng 111 52 0 13 Apr 2018
Gaussian approximation of maxima of Wiener functionals and its application to high-frequency data Yuta Koike 115 15 0 01 Sep 2017
Jackknife multiplier bootstrap: finite sample approximations to the $U$ -process supremum with applications Xiaohui Chen Kengo Kato 115 40 0 09 Aug 2017
A Bootstrap Method for Error Estimation in Randomized Matrix Multiplication Miles E. Lopes Shusen Wang Michael W. Mahoney 58 15 0 06 Aug 2017
Bootstrap confidence bands for spectral estimation of Lévy densities under high-frequency observations Kengo Kato Daisuke Kurisu 121 14 0 01 May 2017
Confidence Bands for Coefficients in High Dimensional Linear Models with Error-in-variables A. Belloni Victor Chernozhukov A. Kaul 97 18 0 01 Mar 2017
Nonparametric Inference via Bootstrapping the Debiased Estimator Yen-Chi Chen Yen-Chi Chen 70 22 0 22 Feb 2017
Uniform confidence bands for nonparametric errors-in-variables regression Kengo Kato Yuya Sasaki 148 21 0 11 Feb 2017
Honest Confidence Sets in Nonparametric IV Regression and Other Ill-Posed Models Andrii Babii 110 13 0 09 Nov 2016
Uniform confidence bands in deconvolution with unknown error distribution Kengo Kato Yuya Sasaki 98 31 0 07 Aug 2016
Quantile Graphical Models: Prediction and Conditional Independence with Applications to Systemic Risk A. Belloni Mingli Chen Victor Chernozhukov 91 7 0 01 Jul 2016
Uniformly Valid Post-Regularization Confidence Regions for Many Functional Parameters in Z-Estimation Framework A. Belloni Victor Chernozhukov Denis Chetverikov Ying Wei 103 75 0 23 Dec 2015
Testing Regression Monotonicity in Econometric Models Denis Chetverikov 161 53 0 30 Dec 2012