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High-dimensional Central Limit Theorems by Stein's Method

29 January 2020

Papers citing "High-dimensional Central Limit Theorems by Stein's Method"

22 / 22 papers shown

Title
A Bootstrap Hypothesis Test for High-Dimensional Mean Vectors Alexander Giessing Jianqing Fan 58 2 0 03 Sep 2023
Quantitative CLTs in Deep Neural Networks Stefano Favaro Boris Hanin Domenico Marinucci I. Nourdin G. Peccati BDL 112 16 0 12 Jul 2023
Central Limit Theorems and Approximation Theory: Part II Arun K. Kuchibhotla 23 0 0 26 Jun 2023
High-dimensional Central Limit Theorems by Stein's Method in the Degenerate Case Xiao Fang Yuta Koike Song-Hao Liu Yi Zhao 72 3 0 27 May 2023
Sharp Deviations Bounds for Dirichlet Weighted Sums with Application to analysis of Bayesian algorithms Denis Belomestny Pierre Menard A. Naumov D. Tiapkin Michal Valko 54 2 0 06 Apr 2023
Bootstrap in High Dimension with Low Computation Henry Lam Zhen-Yan Liu 46 5 0 20 Oct 2022
Testing Many Constraints in Possibly Irregular Models Using Incomplete U-Statistics Nils Sturma Mathias Drton Dennis Leung 98 5 0 24 Aug 2022
Berry-Esseen Theorem for Sample Quantiles with Locally Dependent Data P. Dey Grigory Terlov 46 0 0 18 Aug 2022
High-dimensional Data Bootstrap Victor Chernozhukov Denis Chetverikov Kengo Kato Yuta Koike 87 32 0 19 May 2022
A Cheap Bootstrap Method for Fast Inference Henry Lam 94 11 0 31 Jan 2022
Rerandomization with Diminishing Covariate Imbalance and Diverging Number of Covariates Yuhao Wang Xinran Li 80 15 0 06 Sep 2021
Strong Gaussian Approximation for the Sum of Random Vectors N. Buzun N. Shvetsov Dmitry V. Dylov OT 47 1 0 10 Jun 2021
The HulC: Confidence Regions from Convex Hulls Arun K. Kuchibhotla Sivaraman Balakrishnan Larry A. Wasserman 66 20 0 30 May 2021
Gaussian approximation and spatially dependent wild bootstrap for high-dimensional spatial data Daisuke Kurisu Kengo Kato Xiaofeng Shao 123 12 0 19 Mar 2021
Nearly optimal central limit theorem and bootstrap approximations in high dimensions Victor Chernozhukov Denis Chetverikov Yuta Koike 104 43 0 17 Dec 2020
Central Limit Theorem and Near classical Berry-Esseen rate for self normalized sums in high dimensions Debraj Das 78 0 0 07 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 66 19 0 28 Sep 2020
$Central Limit Theorem and Bootstrap Approximation in High Dimensions: Near $1/\sqrt{n}$ Rates via Implicit Smoothing$ Central Limit Theorem and Bootstrap Approximation in High Dimensions: Near $1/\sqrt{n}$ Rates via Implicit Smoothing Miles E. Lopes 62 20 0 13 Sep 2020
Inference for high-dimensional exchangeable arrays Harold D. Chiang Kengo Kato Yuya Sasaki 93 12 0 10 Sep 2020
Large-dimensional Central Limit Theorem with Fourth-moment Error Bounds on Convex Sets and Balls Xiao Fang Yuta Koike 88 10 0 01 Sep 2020
Improved Central Limit Theorem and bootstrap approximations in high dimensions Victor Chernozhukov Denis Chetverikov Kengo Kato Yuta Koike 101 74 0 22 Dec 2019
Berry-Esseen bounds for Chernoff-type non-standard asymptotics in isotonic regression Q. Han Kengo Kato 26 6 0 21 Oct 2019