Testing Many Constraints in Possibly Irregular Models Using Incomplete
U-Statistics

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Testing Many Constraints in Possibly Irregular Models Using Incomplete U-Statistics

24 August 2022

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Papers citing "Testing Many Constraints in Possibly Irregular Models Using Incomplete U-Statistics"

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Title
Singularity-agnostic incomplete U-statistics for testing polynomial constraints in Gaussian covariance matrices Dennis Leung Nils Sturma 43 2 0 04 Jan 2024
Confidence in Causal Discovery with Linear Causal Models David Strieder Tobias Freidling Stefan Haffner Mathias Drton CML 61 11 0 10 Jun 2021
Nearly optimal central limit theorem and bootstrap approximations in high dimensions Victor Chernozhukov Denis Chetverikov Yuta Koike 70 43 0 17 Dec 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 56 20 0 13 Sep 2020
High-dimensional Central Limit Theorems by Stein's Method Xiao Fang Yuta Koike 62 42 0 29 Jan 2020
Approximating high-dimensional infinite-order $U$ -statistics: statistical and computational guarantees Yanglei Song Xiaohui Chen Kengo Kato 53 28 0 04 Jan 2019
Moving Beyond Sub-Gaussianity in High-Dimensional Statistics: Applications in Covariance Estimation and Linear Regression Arun K. Kuchibhotla Abhishek Chakrabortty 64 107 0 08 Apr 2018
Jackknife multiplier bootstrap: finite sample approximations to the $U$ -process supremum with applications Xiaohui Chen Kengo Kato 42 40 0 09 Aug 2017
Inference on causal and structural parameters using many moment inequalities Victor Chernozhukov Denis Chetverikov Kengo Kato 91 118 0 30 Dec 2013
Wald tests when restrictions are locally singular Jean-Marie Dufour É. Renault Victoria Zinde-Walsh 91 10 0 02 Dec 2013
Wald tests of singular hypotheses Mathias Drton Han Xiao 77 34 0 24 Apr 2013
A Bayesian Approach to Constraint Based Causal Inference Tom Claassen Tom Heskes TPM 89 100 0 16 Oct 2012