Multivariate Rank-based Distribution-free Nonparametric Testing using Measure Transportation

18 September 2019

Papers citing "Multivariate Rank-based Distribution-free Nonparametric Testing using Measure Transportation"

24 / 24 papers shown

Title
On Ranking-based Tests of Independence Myrto Limnios Stéphan Clémençon 59 0 0 12 Mar 2024
A New Perspective On Denoising Based On Optimal Transport Nicolas García Trillos Bodhisattva Sen OOD OT 36 0 0 13 Dec 2023
Monge-Kantorovich superquantiles and expected shortfalls with applications to multivariate risk measurements Bernard Bercu Jérémie Bigot Gauthier Thurin 24 0 0 04 Jul 2023
Weak Limits for Empirical Entropic Optimal Transport: Beyond Smooth Costs Alberto González Sanz Shayan Hundrieser OT 31 9 0 16 May 2023
Bootstrapped Edge Count Tests for Nonparametric Two-Sample Inference Under Heterogeneity Trambak Banerjee B. Bhattacharya Gourab Mukherjee 29 1 0 26 Apr 2023
Statistical inferences for complex dependence of multimodal imaging data Jinyuan Chang Jing He Jian Kang Mingcong Wu 28 2 0 07 Mar 2023
Boosting the Power of Kernel Two-Sample Tests Anirban Chatterjee B. Bhattacharya 37 3 0 21 Feb 2023
A Bipartite Ranking Approach to the Two-Sample Problem Stéphan Clémenccon Myrto Limnios Nicolas Vayatis 11 2 0 07 Feb 2023
Nonparametric Measure-Transportation-Based Methods for Directional Data Marc Hallin Han Liu Thomas Verdebout OT 26 10 0 20 Dec 2022
Center-Outward Multiple-Output Lorenz Curves and Gini Indices a measure transportation approach Marc Hallin Gilles Mordant 12 8 0 19 Nov 2022
Center-outward Rank- and Sign-based VARMA Portmanteau Tests: Chitturi, Hosking, and Li--McLeod revisited Marc Hallin Han Liu 23 7 0 25 Aug 2022
Discussion of 'Multivariate Fisher's independence test for multivariate dependence' Thomas B. Berrett 27 0 0 02 May 2022
An improved central limit theorem and fast convergence rates for entropic transportation costs E. del Barrio Alberto González Sanz Jean-Michel Loubes Jonathan Niles-Weed OT 34 32 0 19 Apr 2022
Empirical Optimal Transport between Different Measures Adapts to Lower Complexity Shayan Hundrieser Thomas Staudt Axel Munk OT 15 22 0 21 Feb 2022
On the Finite-Sample Performance of Measure Transportation-Based Multivariate Rank Tests Marc Hallin Gilles Mordant 31 11 0 08 Nov 2021
On Azadkia-Chatterjee's conditional dependence coefficient Hongjian Shi Mathias Drton Fang Han 24 30 0 15 Aug 2021
Plugin Estimation of Smooth Optimal Transport Maps Tudor Manole Sivaraman Balakrishnan Jonathan Niles-Weed Larry A. Wasserman OT 21 92 0 26 Jul 2021
Exact Detection Thresholds and Minimax Optimality of Chatterjee's Correlation Coefficient Arnab Auddy Nabarun Deb Sagnik Nandy 26 14 0 30 Apr 2021
independence: Fast Rank Tests Chaim Even-Zohar 21 11 0 19 Oct 2020
Fully distribution-free center-outward rank tests for multiple-output regression and MANOVA Marc Hallin D. Hlubinka Š. Hudecová 14 33 0 30 Jul 2020
Exchangeability, Conformal Prediction, and Rank Tests Arun K. Kuchibhotla 23 47 0 13 May 2020
Center-Outward R-Estimation for Semiparametric VARMA Models Marc Hallin Davide La Vecchia Han Liu 19 37 0 18 Oct 2019
A consistent test of independence based on a sign covariance related to Kendall's tau Wicher P. Bergsma A. Dassios 89 129 0 24 Jul 2010
Measuring and testing dependence by correlation of distances G. Székely Maria L. Rizzo N. K. Bakirov 175 2,577 0 28 Mar 2008