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Optimal rates for independence testing via $U$-statistic permutation
  tests
v1v2 (latest)

Optimal rates for independence testing via UUU-statistic permutation tests

Annals of Statistics (Ann. Stat.), 2020
15 January 2020
Thomas B. Berrett
Ioannis Kontoyiannis
R. Samworth
ArXiv (abs)PDFHTML

Papers citing "Optimal rates for independence testing via $U$-statistic permutation tests"

16 / 16 papers shown
A constructive approach to selective risk control
A constructive approach to selective risk control
Zijun Gao
Wenjie Hu
Qingyuan Zhao
224
1
0
30 Jan 2024
Conditional Independence Testing for Discrete Distributions: Beyond
  $χ^2$- and $G$-tests
Conditional Independence Testing for Discrete Distributions: Beyond χ2χ^2χ2- and GGG-testsElectronic Journal of Statistics (EJS), 2023
Ilmun Kim
Matey Neykov
Sivaraman Balakrishnan
Larry A. Wasserman
233
6
0
10 Aug 2023
Statistical inferences for complex dependence of multimodal imaging data
Statistical inferences for complex dependence of multimodal imaging dataJournal of the American Statistical Association (JASA), 2023
Jinyuan Chang
Jing He
Jian Kang
Mingcong Wu
243
10
0
07 Mar 2023
Testing Independence of Infinite Dimensional Random Elements: A Sup-norm
  Approach
Testing Independence of Infinite Dimensional Random Elements: A Sup-norm Approach
Suprio Bhar
S. Dhar
443
2
0
01 Jan 2023
A survey of some recent developments in measures of association
A survey of some recent developments in measures of association
S. Chatterjee
262
29
0
09 Nov 2022
Efficient Aggregated Kernel Tests using Incomplete $U$-statistics
Efficient Aggregated Kernel Tests using Incomplete UUU-statisticsNeural Information Processing Systems (NeurIPS), 2022
Antonin Schrab
Ilmun Kim
Benjamin Guedj
Arthur Gretton
462
37
0
18 Jun 2022
Discussion of 'Multivariate Fisher's independence test for multivariate
  dependence'
Discussion of 'Multivariate Fisher's independence test for multivariate dependence'
Thomas B. Berrett
195
0
0
02 May 2022
T-Cal: An optimal test for the calibration of predictive models
T-Cal: An optimal test for the calibration of predictive modelsJournal of machine learning research (JMLR), 2022
Donghwan Lee
Xinmeng Huang
Hamed Hassani
Guang Cheng
563
27
0
03 Mar 2022
Local permutation tests for conditional independence
Local permutation tests for conditional independenceAnnals of Statistics (Ann. Stat.), 2021
Ilmun Kim
Matey Neykov
Sivaraman Balakrishnan
Larry A. Wasserman
354
38
0
22 Dec 2021
A nonparametric distribution-free test of independence among continuous
  random vectors based on \texorpdfstring{$L_1$}{}-norm
A nonparametric distribution-free test of independence among continuous random vectors based on \texorpdfstring{L1L_1L1​}{}-norm
N. Berrahou
S. Bouzebda
Lahcen Douge
232
0
0
05 May 2021
Exact Detection Thresholds and Minimax Optimality of Chatterjee's
  Correlation Coefficient
Exact Detection Thresholds and Minimax Optimality of Chatterjee's Correlation Coefficient
Arnab Auddy
Nabarun Deb
Sagnik Nandy
341
22
0
30 Apr 2021
BEAUTY Powered BEAST
BEAUTY Powered BEAST
Kai Zhang
Zhigen Zhao
Wen-Xin Zhou
445
8
0
01 Mar 2021
USP: an independence test that improves on Pearson's chi-squared and the
  $G$-test
USP: an independence test that improves on Pearson's chi-squared and the GGG-testProceedings of the Royal Society A (Proc. R. Soc. A), 2021
Thomas B. Berrett
R. Samworth
80
27
0
26 Jan 2021
On universally consistent and fully distribution-free rank tests of
  vector independence
On universally consistent and fully distribution-free rank tests of vector independence
Hongjian Shi
Marc Hallin
Mathias Drton
Fang Han
321
43
0
04 Jul 2020
Gromov-Wasserstein Distance based Object Matching: Asymptotic Inference
Gromov-Wasserstein Distance based Object Matching: Asymptotic Inference
C. Weitkamp
K. Proksch
Carla Tameling
Axel Munk
349
7
0
22 Jun 2020
Minimax optimality of permutation tests
Minimax optimality of permutation testsAnnals of Statistics (Ann. Stat.), 2020
Ilmun Kim
Sivaraman Balakrishnan
Larry A. Wasserman
328
62
0
30 Mar 2020
1
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