Fully distribution-free center-outward rank tests for multiple-output regression and MANOVA

30 July 2020

Papers citing "Fully distribution-free center-outward rank tests for multiple-output regression and MANOVA"

21 / 21 papers shown

Title
Multivariate Conformal Prediction using Optimal Transport Michal Klein Louis Béthune Eugène Ndiaye Marco Cuturi OT 64 3 0 05 Feb 2025
Distribution-free Measures of Association based on Optimal Transport Nabarun Deb Promit Ghosal B. Sen OT 69 1 0 20 Nov 2024
On the robustness of semi-discrete optimal transport Davy Paindaveine Riccardo Passeggeri OT 21 0 0 25 Oct 2024
Multiple-output composite quantile regression through an optimal transport lens Xuzhi Yang Tengyao Wang 20 0 0 14 Feb 2024
A New Perspective On Denoising Based On Optimal Transport Nicolas García Trillos Bodhisattva Sen OOD OT 38 0 0 13 Dec 2023
Lower Complexity Adaptation for Empirical Entropic Optimal Transport Michel Groppe Shayan Hundrieser OT 26 10 0 23 Jun 2023
Nonparametric Measure-Transportation-Based Methods for Directional Data Marc Hallin Han Liu Thomas Verdebout OT 26 10 0 20 Dec 2022
Distribution-free joint independence testing and robust independent component analysis using optimal transport Ziang Niu B. Bhattacharya 13 2 0 28 Nov 2022
Center-Outward Multiple-Output Lorenz Curves and Gini Indices a measure transportation approach Marc Hallin Gilles Mordant 22 8 0 19 Nov 2022
A Kernel Measure of Dissimilarity between $M$ Distributions Zhen Huang B. Sen 23 2 0 02 Oct 2022
Quantiles, Ranks and Signs in Metric Spaces Han Liu Xueqin Wang Jin Zhu Heping Zhang 39 5 0 09 Sep 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
Graphical and uniform consistency of estimated optimal transport plans Johan Segers OT 19 8 0 04 Aug 2022
Nonparametric Multiple-Output Center-Outward Quantile Regression E. del Barrio Alberto González Sanz Marc Hallin 19 27 0 25 Apr 2022
Empirical Optimal Transport between Different Measures Adapts to Lower Complexity Shayan Hundrieser Thomas Staudt Axel Munk OT 29 22 0 21 Feb 2022
Distribution-free tests of multivariate independence based on center-outward quadrant, Spearman, Kendall, and van der Waerden statistics Hongjian Shi Mathias Drton Marc Hallin Fang Han 15 6 0 30 Nov 2021
On the Finite-Sample Performance of Measure Transportation-Based Multivariate Rank Tests Marc Hallin Gilles Mordant 31 11 0 08 Nov 2021
Rank-Based Testing for Semiparametric VAR Models: a measure transportation approach Marc Hallin Davide La Vecchia Han Liu 30 24 0 11 Nov 2020
On universally consistent and fully distribution-free rank tests of vector independence Hongjian Shi Marc Hallin Mathias Drton Fang Han 15 36 0 04 Jul 2020
Center-Outward R-Estimation for Semiparametric VARMA Models Marc Hallin Davide La Vecchia Han Liu 19 37 0 18 Oct 2019
On the limiting distributions of multivariate depth-based rank sum statistics and related tests Y. Zuo Xuming He 97 61 0 01 Aug 2007